PERMUTATIONS AND COMBINATIONS

Size: px
Start display at page:

Download "PERMUTATIONS AND COMBINATIONS"

Transcription

1 Pemutatios Ad ombiatios MODULE - I 7 PERMUTATIONS AND OMBINATIONS The othe day, I wated to tavel fom Bagaloe to Allahabad by tai. Thee is o diect tai fom Bagaloe to Allahabad, but thee ae tais fom Bagaloe to Itasi ad fom Itasi to Allahabad. Fom the ailway timetable I foud that thee ae two tais fom Bagaloe to Itasi ad thee tais fom Itasi to Allahabad. Now, i how may ways ca I tavel fom Bagaloe to Allahabad? Thee ae coutig poblems which come ude the bach of Mathematics called combiatoics. Suppose you have five jas of spices that you wat to aage o a shelf i you kitche. You would like to aage the jas, say thee of them, that you will be usig ofte i a moe accessible positio ad the emaiig two jas i a less accessible positio. I how may ways ca you do it? I aothe situatio suppose you ae paitig you house. If a paticula shade o colou is ot available, you may be able to ceate it by mixig diffeet colous ad shades. While ceatig ew colous this way, the ode of mixig is ot impotat. It is the combiatio o choice of colous that detemie the ew colous; but ot the ode of mixig. To give aothe simila example, whe you go fo a jouey, you may ot take all you desses with you. You may have sets of shits ad touses, but you may take oly sets. I such a case you ae choosig out of sets ad the ode of choosig the sets does t matte. I these examples, we eed to fid out the umbe of choices i which it ca be doe. I this lesso we shall coside simple coutig methods ad use them i solvig such simple coutig poblems. MATHEMATIS 7

2 MODULE - I OBJETIVES Pemutatios Ad ombiatios Afte studyig this lesso, you will be able to : fid out the umbe of ways i which a give umbe of objects ca be aaged; state the Fudametal Piciple of outig; defie! ad evaluate it fo deffeet values of ; state that pemutatio is a aagemet ad wite the meaig of P ; state that P! ()! ad apply this to solve poblems; 1 show that ()( 1)()() + i + P P ii P P ; + 1 state that a combiatio is a selectio ad wite the meaig of ; distiguish betwee pemutatios ad combiatios; deive!!()! ad apply the esult to solve poblems; deive the elatio P! ; veify that ad give its itepetatio; ad deive ad apply the esult to solve poblems. EXPETED BAKGROUND KNOWLEDGE Numbe Systems Fou Fudametal Opeatios 7.1OUNTING PRINIPLE Let us ow solve the poblem metioed i the itoductio. We will witet 1, t to deote tais fom Bagaloe to Itasi ad T 1, T, T, fo the tais fom Itasi to Allahabad. Suppose I take t 1 to tavel fom Bagaloe to Itasi. The fom Itasi I ca taket 1 o T o T. So the possibilities ae t 1 T 1, t T ad t T whee t 1 T 1 deotes tavel fom Bagaloe to Itasi byt 1 ad tavel fom Itasi to Allahabad by T 1. Similaly, if I take t to tavel fom Bagaloe to Itasi, the the possibilities ae t T 1, t T ad t T. Thus, i all thee ae 6( ) possible ways of tavellig fom Bagaloe to Allahabad. Hee we had a small umbe of tais ad thus could list all possibilities. Had thee bee 10 tais fom Bagaloe to Itasi ad 1 tais fom Itasi to Allahabad, the task would have bee 8 MATHEMATIS

3 Pemutatios Ad ombiatios vey tedious. Hee the Fudametal Piciple of outig o simply the outig Piciple comes i use : If ay evet ca occu i m ways ad afte it happes i ay oe of these ways, a secod evet ca occu i ways, the both the evets togethe ca occu i m ways. Example 7.1 How may multiples of ae thee fom 10 to 9? Solutio : As you kow, multiples of ae iteges havig 0 o i the digit to the exteme ight (i.e. the uit s place). The fist digit fom the ight ca be chose i ways. The secod digit ca be ay oe of 1,,,,,6,7,8,9. i.e. Thee ae 9 choices fo the secod digit. MODULE - I Thus, thee ae 9 18 multiples of fom 10 to 9. Example 7. I a city, the bus oute umbes cosist of a atual umbe less tha 100, followed by oe of the lettes A,B,,D,E ad F. How may diffeet bus outes ae possible? Solutio : The umbe ca be ay oe of the atual umbes fom 1 to 99. Thee ae 99 choices fo the umbe. The lette ca be chose i 6 ways. Numbe of possible bus outes ae HEK YOUR PROGRESS (a) How may digit umbes ae multiples of? (b) A coi is tossed thice. How may possible outcomes ae thee? (c) If you have shits ad pais of touses ad ay shit ca be wo with ay pai of touses, i how may ways ca you wea you shits ad pais of touses? (d) A touist wats to go to aothe couty by ship ad etu by ai. She has a choice of diffeet ships to go by ad ailies to etu by. I how may ways ca she pefom the jouey?. (a) I how may ways ca two vacacies be filled fom amog me ad 1 wome if oe vacacy is filled by a ma ad the othe by a woma? (b) Flooig ad paitig of the walls of a oom eeds to be doe. The flooig ca be doe i colous ad paitig of walls ca be doe i 1 colous. If ay colou combiatio is allowed, fid the umbe of ways of flooig ad paitig the walls of the oom. So fa, we have applied the coutig piciple fo two evets. But it ca be exteded to thee o moe, as you ca see fom the followig examples : MATHEMATIS 9

4 MODULE - I Pemutatios Ad ombiatios Example 7. Thee ae questios i a questio pape. If the questios have, ad solutiosvely, fid the total umbe of solutios. Solutio : Hee questio 1 has solutios, questio has solutios ad questio has solutios. By the multiplicatio (coutig) ule, total umbe of solutios Example 7. oside the wod ROTOR. Whicheve way you ead it, fom left to ight o fom ight to left, you get the same wod. Such a wod is kow as palidome. Fid the maximum possible umbe of -lette palidomes. Solutio : The fist lette fom the ight ca be chose i 6 ways because thee ae 6 alphabets. Havig chose this, the secod lette ca be chose i 6 ways The fist two lettes ca chose i ways Havig chose the fist two lettes, the thid lette ca be chose i 6 ways. All the thee lettes ca be chose i ways. It implies that the maximum possible umbe of five lette palidomes is 1776 because the fouth lette is the same as the secod lette ad the fifth lette is the same as the fist lette. Note : I Example 7. we foud the maximum possible umbe of five lette palidomes. Thee caot be moe tha But this does ot mea that thee ae 1776 palidomes. Because some of the choices like may ot be meaigful wods i the Eglish laguage. Example 7. How may -digit umbes ca be fomed with the digits 1,,7,8 ad 9 if the digits ae ot epeated. Solutio : Thee digit umbe will have uit s, te s ad huded s place. Out of give digits ay oe ca take the uit s place. This ca be doe i ways.... (i) Afte fillig the uit s place, ay of the fou emaiig digits ca take the te s place. This ca be doe i ways.... (ii) Afte fillig i te s place, huded s place ca be filled fom ay of the thee emaiig digits. 0 MATHEMATIS

5 Pemutatios Ad ombiatios This ca be doe i ways.... (iii) By coutig piciple, the umbe of digit umbes 60 Let us ow state the Geeal outig Piciple If thee ae evets ad if the fist evet ca occu i m 1 ways, the secod evet ca occu i m ways afte the fist evet has occued, the thid evet ca occu i m ways afte the secod evet has ocued, ad so o, the all the evets ca occu i m m m m 1 1 ways. MODULE - I Example 7.6 Suppose you ca tavel fom a place A to a place B by buses, fom place B to place by buses, fom place to place D by buses ad fom place D to place E by buses. I how may ways ca you tavel fom A to E? Solutio : The bus fom A to B ca be selected i ways. The bus fom B to ca be selected i ways. The bus fom to D ca be selected i ways. The bus fom D to E ca be selected i ways. So, by the Geeal outig Piciple, oe ca tavel fom A to E i ways 7 ways. HEK YOUR PROGRESS (a) What is the maximum umbe of 6-lette palidomes? (b) What is the umbe of 6-digit palidomic umbes which do ot have 0 i the fist digit?. (a) I a school thee ae Eglish teaches, 7 Hidi teaches ad Fech teaches. A thee membe committee is to be fomed with oe teache epesetig each laguage. I how may ways ca this be doe? (b) I a college studets uio electio, studets ae cotestig fo the post of Pesidet. studets ae cotestig fo the post of Vice-pesidet ad studets ae cotestig fo the post of Secetay. Fid the umbe of possible esults.. (a) How may thee digit umbes geate tha 600 ca be fomed usig the digits 1,,,6,8 without epeatig the digits? (b) A peso wats to make a time table fo peiods. He has to fix oe peiod each fo Eglish, Mathematics, Ecoomics ad ommece. How may diffeet time tables ca he make? 7. PERMUTATIONS Suppose you wat to aage you books o a shelf. If you have oly oe book, thee is oly MATHEMATIS 1

6 MODULE - I Pemutatios Ad ombiatios oe way of aagig it. Suppose you have two books, oe of Histoy ad oe of Geogaphy. You ca aage the Geogaphy ad Histoy books i two ways. Geogaphy book fist ad the Histoy book ext, GH o Histoy book fist ad Geogaphy book ext; HG. I othe wods, thee ae two aagemets of the two books. Now, suppose you wat to add a Mathematics book also to the shelf. Afte aagig Histoy ad Geogaphy books i oe of the two ways, saygh, you ca put Mathematics book i oe of the followig ways: MGH, GMH o GHM. Similaly, coespodig to HG, you have thee othe ways of aagig the books. So, by the outig Piciple, you ca aage Mathematics, Geogaphy ad Histoy books i ways 6 ways. By pemutatio we mea a aagemet of objects i a paticula ode. I the above example, we wee discussig the umbe of pemutatios of oe book o two books. I geeal, if you wat to fid the umbe of pemutatios of objects 1, how ca you do it? Let us see if we ca fid a aswe to this. Simila to what we saw i the case of books, thee is oe pemutatio of 1 object, 1 pemutatios of two objects ad 1 pemutatios of objects. It may be that, thee ae ( 1) ( )... 1 pemutatios of objects. I fact, it is so, as you will see whe we pove the followig esult. Theoem 7.1 The total umbe of pemutatios of objects is ( 1)...1. Poof : We have to fid the umbe of possible aagemets of diffeet objects. The fist place i a aagemet ca be filled i diffeet ways. Oce it has bee doe, the secod place ca be filled by ay of the emaiig ( 1) objects ad so this ca be doe i ( 1) ways. Similaly, oce the fist two places have bee filled, the thid ca be filled i ( ) ways ad so o. The last place i the aagemet ca be filled oly i oe way, because i this case we ae left with oly oe object. Usig the coutig piciple, the total umbe of aagemets of diffeet objects is ( 1)( ) (7.1) The poduct ( 1)....1 occus so ofte i Mathematics that it deseves a ame ad otatio. It is usually deoted by! (o by ead as factoial).! ( 1) Hee is a example to help you familiaise youself with this otatio. Example 7.7 Evaluate (a)! (b)! +! (c)!! Solutio : (a)! 1 6 (b)! 1! 1 MATHEMATIS

7 Pemutatios Ad ombiatios Theefoe,! +! + 6 (c)!! 6 1 MODULE - I Notice that! satisfies the elatio ( )! 1!... (7.) This is because, ( 1)! [( 1). ( )....1]. ( 1). ( )...1! Of couse, the above elatio is valid oly fo because 0! has ot bee defied so fa. Let us see if we ca defie 0! to be cosistet with the elatio. I fact, if we defie 0! 1... (7.) the the elatio 7. holds fo 1 also. Example 7.8 Suppose you wat to aage you Eglish, Hidi, Mathematics, Histoy, Geogaphy ad Sciece books o a shelf. I how may ways ca you do it? Solutio : We have to aage 6 books. The umbe of pemutatios of objects is!. ( 1). ( )....1 Hee 6 ad theefoe, umbe of pemutatios is HEK YOUR PROGRESS (a) Evaluate : (i) 6! (ii) 7! (iii) 7! +! (iv) 6!! (v) (b) Which of the followig statemets ae tue? (i)!! 6! (ii)! +! 6! (iii)! divides! (iv)! -!!. (a) studets ae stayig i a domitoy. I how may ways ca you allot beds to them?!!.! (b) I how may ways ca the lettes of the wod TRIANGLE be aaged? (c) How may fou digit umbes ca be fomed with digits 1,, ad ad with distict digits? 7. PERMUTATION OF OBJETS OUT OF OBJETS Suppose you have five stoy books ad you wat to distibute oe each to Asha, Akhta ad Jasvide. I how may ways ca you do it? You ca give ay oe of the five books to Asha MATHEMATIS

8 MODULE - I Pemutatios Ad ombiatios ad afte that you ca give ay oe of the emaiig fou books to Akhta. Afte that, you ca give oe of the emaiig thee books to Jasvide. So, by the outig Piciple, you ca distibute the books i ie.60 ways. Moe geeally, suppose you have to aage objects out of objects. I how may ways ca you do it? Let us view this i the followig way. Suppose you have objects ad you have to aage of these i boxes, oe object i each box. ways 1 ways ways boxes Fig. 7.1 Suppose thee is oe box. 1. You ca put ay of the objects i it ad this ca be doe i ways. Suppose thee ae two boxes.. You ca put ay of the objects i the fist box ad afte that the secod box ca be filled with ay of the emaiig 1 objects. So, by the coutig piciple, the two boxes ca be filled i ( 1) ways. Similaly, boxes ca be filled i ( 1) ( ) ways. I geeal, we have the followig theoem. Theoem 7. The umbe of pemutatios of objects out of objects is ( 1) ( + 1). The umbe of pemutatios of objects out of objects is usually deoted by Thus, ( 1 )( )...( + 1)... (7.) P P. Poof : Suppose we have to aage objects out of diffeet objects. I fact it is equivalet to fillig places, each with oe of the objects out of the give objects. The fist place ca be filled i diffeet ways. Oce this has bee doe, the secod place ca be filled by ay oe of the emaiig ( 1) objects, i ( 1) ways. Similaly, the thid place ca be filled i ( ) ways ad so o. The last place, theth place ca be filled i [ ( 1)] i.e. ( +1) diffeet ways. You may easily see, as to why this is so. Usig the outig Piciple, we get the equied umbe of aagemets of out of objects is ( 1) ( )...( + 1) Example 7.9 Evaluate : (a) P (b) 6 P (c) P P (d) 6 P P Solutio : (a) P ( 1) 1. 6 (b) P 6(6 1) (6 ) MATHEMATIS

9 Pemutatios Ad ombiatios P ( 1)( ) (c) P ( 1) MODULE - I 6 (d) P P 6(6 1)(6 ) ( 1) 6 00 Example 7.10 If you have 6 New Yea geetig cads ad you wat to sed them to of you fieds, i how may ways ca this be doe? Solutio : We have to fid umbe of pemutatios of objects out of 6 objects. 6 This umbe is P 6(6 1)(6 )(6 ) Theefoe, cads ca be set i 60 ways. oside the fomula fo P, amely, P ( 1)... ( + 1). This ca be obtaied by emovig the tems, 1,...,, 1 fom the poduct fo!. The poduct of these tems is ( ) ( 1)...1, i.e., ( )!. Now,! ( )! ( 1) ( )...( + 1) ( )...1 ( ) ( 1)...1 ( 1) ( )...( + 1) P So, usig the factoial otatio, this fomula ca be witte as follows : P!... (7.) ( )! Example 7.11 Fid the value of P0. Solutio : Hee 0. Usig elatio 7., we get! P0 1! Example 7.1 Show that ( + 1) P +1 P +1 Solutio : ( + 1) P! ( + 1) ( )! ( + 1)! ( )! ( + 1)! [ ]! ( + 1) ( + 1) [ witig as [( + 1) ( + 1)] +1 P +1 (By defiitio) MATHEMATIS

10 MODULE - I HEK YOUR PROGRESS 7. Pemutatios Ad ombiatios 1. (a) Evaluate : (i) P (ii) 6 P (iii) (b) Veify each of the followig statemets : P P (iv) 6 P P (v) P (i) 6 P P (ii) P P 1 (iii) P P P (iii) 7 P + P P. (a) (i) What is the maximum possible umbe of - lette wods i Eglish that do ot cotai ay vowel? (ii) What is the maximum possible umbe of - lette wods i Eglish which do ot have ay vowel othe tha a? (b) Suppose you have cots ad bedspeads i you house. I how may ways ca you put the bedspeads o you cots? (c) You wat to sed Diwali Geetigs to fieds ad you have 7 geetig cads with you. I how may ways ca you do it?. Show that P P 1.. Show that ( ) P P PERMUTATIONS UNDER SOME ONDITIONS We will ow see examples ivolvig pemutatios with some exta coditios. Example 7.1 Suppose 7 studets ae stayig i a hall i a hostel ad they ae allotted 7 beds. Amog them, Pavi does ot wat a bed ext to Aju because Aju soes. The, i how may ways ca you allot the beds? Solutio : Let the beds be umbeed 1 to 7. ase 1 : Suppose Aju is allotted bed umbe 1. The, Pavi caot be allotted bed umbe. So Pavi ca be allotted a bed i ways. Afte allotig a bed to Pavi, the emaiig studets ca be allotted beds i! ways. So, i this case the beds ca be allotted i! ways 600 ways. ase : Aju is allotted bed umbe 7. The, Pavi caot be allotted bed umbe 6 As i ase 1, the beds ca be allotted i 600 ways. 6 MATHEMATIS

11 Pemutatios Ad ombiatios ase : Aju is allotted oe of the beds umbeed,,, o 6. Pavi caot be allotted the beds o the ight had side ad left had side of Aju s bed. Fo example, if Aju is allotted bed umbe, beds umbeed 1 o caot be allotted to Pavi. Theefoe, Pavi ca be allotted a bed i ways i all these cases. Afte allottig a bed to Pavi, the othe ca be allotted a bed i! ways. Theefoe, i each of these cases, the beds ca be allotted i! 80 ways. MODULE - I The beds ca be allotted i ( )(100 ways 00) ways ways. Example 7.1 I how may ways ca a aimal taie aage lios ad tiges i a ow so that o two lios ae togethe? Solutio : They have to be aaged i the followig way : L T L T L T L T L The lios should be aaged i the places maked L. This ca be doe i! ways. The tiges should be i the places maked T. This ca be doe i! ways. Theefoe, the lios ad the tiges ca be aaged i!! ways 880 ways. Example 7.1 Thee ae books o faiy tales, ovels ad plays. I how may ways ca you aage these so that books o faiy tales ae togethe, ovels ae togethe ad plays ae togethe ad i the ode, books o faiytales, ovels ad plays. Solutio : Thee ae books o faiy tales ad they have to be put togethe. They ca be aaged i! ways. Similaly, thee ae ovels. They ca be aaged i! ways. Ad thee ae plays. They ca be aaged i! ways. So, by the coutig piciple all of them togethe ca be aaged i!!! ways 1780 ways. Example 7.16 Suppose thee ae books o faiy tales, ovels ad plays as i Example 7.1. They have to be aaged so that the books o faiy tales ae togethe, ovels ae togethe ad plays ae togethe, but we o loge equie that they should be i a specific ode. I how may ways ca this be doe? MATHEMATIS 7

12 MODULE - I Pemutatios Ad ombiatios Solutio : Fist, we coside the books o faiy tales, ovels ad plays as sigle objects. These thee objects ca be aaged i!ways 6 ways. Let us fix oe of these 6 aagemets. This may give us a specific ode, say, ovels faiy tales plays. Give this ode, the books o the same subject ca be aaged as follows. The books o faiy tales ca be aaged amog themselves i! ways. The ovels ca be aaged i! 10 ways. The plays ca be aaged i! 6 ways. Fo a give ode, the books ca be aaged i ways. Theefoe, fo all the 6 possible odes the books ca be aaged i ways. Example 7.17 I how may ways ca gils ad boys be aaged i a ow so that all the fou gils ae togethe? Solutio : Let gils be oe uit ad ow thee ae 6 uits i all. They ca be aaged i 6! ways. I each of these aagemets gils ca be aaged i! ways. Total umbe of aagemets i which gils ae always togethe 6!! Example 7.18 How may aagemets of the lettes of the wod BENGALI ca be made (i) if the vowels ae eve togethe. (ii) if the vowels ae to occupy oly odd places. Solutio : Thee ae 7 lettes i the wod Begali; of these ae vowels ad cosoats. (i) osideig vowels a, e, i as oe lette, we ca aage +1 lettes i! ways i each of which vowels ae togethe. These vowels ca be aaged amog themselves i! ways. Total umbe of wods!! (ii) Thee ae odd places ad eve places. vowels ca occupy odd places i P ways ad costats ca be aaged i P ways. 8 MATHEMATIS

13 Pemutatios Ad ombiatios Numbe of wods P P MODULE - I 76. HEK YOUR PROGRESS M. Gupta with Ms. Gupta ad thei fou childe is tavellig by tai. Two lowe beths, two middle beths ad uppe beths have bee allotted to them. M. Gupta has udegoe a kee sugey ad eeds a lowe beth while Ms. Gupta wats to est duig the jouey ad eeds a uppe beth. I how may ways ca the beths be shaed by the family?. oside the wod UNBIASED. How may wods ca be fomed with the lettes of the wod i which o two vowels ae togethe?. Thee ae books o Mathematics, books o Eglish ad 6 books o Sciece. I how may ways ca you aage them so that books o the same subject ae togethe ad they ae aaged i the ode Mathematics Eglish Sciece.. Thee ae Physics books, hemisty books, Botay books ad Zoology books. I how may ways ca you aage them so that the books o the same subject ae togethe?. boys ad gils ae to be seated i 7 chais such that o two boys ae togethe. I how may ways ca this be doe? 6. Fid the umbe of pemutatios of the lettes of the wod TENDULKAR, i each of the followig cases : (i) begiig with T ad edig with R. (ii) vowels ae always togethe. (iii) vowels ae eve togethe. 7. OMBINATIONS Let us coside the example of shits ad touses as stated i the itoductio. Thee you have sets of shits ad touses ad you wat to take sets with you while goig o a tip. I how may ways ca you do it? Let us deote the sets bys 1, S, S, S. The you ca choose two pais i the followig ways : 1. { S 1,S }. { S 1, S }. { S 1,S }. { S, S }. { S } 6. { S, S } [Obseve that { } 1,S, S S is the same as { S },S 1 ]. So, thee ae 6 ways of choosig the two sets that you wat to take with you. Of couse, if you had 10 pais ad you wated to take 7 pais, it will be much moe difficult to wok out the umbe of pais i this way. MATHEMATIS 9

14 MODULE - I Pemutatios Ad ombiatios Now as you may wat to kow the umbe of ways of weaig out of sets fo two days, say Moday ad Tuesday, ad the ode of weaig is also impotat to you. We kow fom sectio 7., that it ca be doe i P 1 ways. But ote that each choice of sets gives us two ways of weaig sets out of sets as show below : 1. {S 1,S } S 1 o Moday ad S o Tuesday o S o Moday ad S 1 o Tuesday. {S 1,S } S 1 o Moday ad S o Tuesday o S o Moday ad S 1 o Tuesday. {S 1,S } S 1 o Moday ad S o Tuesday o S o Moday ad S 1 o Tuesday. {S,S } S o Moday ad S o Tuesday o S o Moday ad S o Tuesday. {S,S } S o Moday ad S o Tuesday o S o Moday ad S o Tuesday 6. {S,S } S o Moday ad S o Tuesday o S o Moday ad S o Tuesday Thus, thee ae 1 ways of weaig out of pais. This agumet holds good i geeal as we ca see fom the followig theoem. Theoem 7. Let 1 be a itege ad. Let us deote the umbe of ways of choosig objects out of objects by. The P... (7.6)! Poof : We ca choose objects out of objects i ways. Each of the objects chose ca be aaged i! ways. The umbe of ways of aagig objects is!. Thus, by the coutig piciple, the umbe of ways of choosig objects ad aagig the objects chose ca be doe i! ways. But, this is pecisely P. I othe wods, we have P!.... (7.7) Dividig both sides by!, we get the esult i the theoem. Hee is a example to help you to familiaise youself with Example 7.19 Evaluate each of the followig : (a) (b). (c) + (d) 6. Solutio : (a) P (b) P 10.! 1.! MATHEMATIS

15 Pemutatios Ad ombiatios P P... (c) !! (d) P. 0 ad 6! MODULE - I Example 7.0 Fid the umbe of subsets of the set {1,,,,,6,7,8,9,10,11} havig elemets. Solutio : Hee the ode of choosig the elemets does t matte ad this is a poblem i combiatios. We have to fid the umbe of ways of choosig elemets of this set which has 11 elemets. By elatio (7.6), this ca be doe i ways Example poits lie o a cicle. How may cyclic quadilateals ca be daw by usig these poits? Solutio : Fo ay set of poits we get a cyclic quadilateal. Numbe of ways of choosig 1 poits out of 1 poits is 9. Theefoe, we ca daw 9 quadilateals. Example 7. I a box, thee ae black pes, white pes ad ed pes. I how may ways ca black pes, white pes ad ed pes ca be chose? Solutio : Numbe of ways of choosig black pes fom black pes P. 10.! 1. Numbe of ways of choosig white pes fom white pes P..! 1. Numbe of ways of choosig ed pes fom ed pes P. 6.! 1. MATHEMATIS 1

16 MODULE - I Pemutatios Ad ombiatios By the outig Piciple, black pes, white pes, ad ed pes ca be chose i ways. Example 7. A questio pape cosists of 10 questios divided ito two pats A ad B. Each pat cotais five questios. A cadidate is equied to attempt six questios i all of which at least should be fom pat A ad at least fom pat B. I how may ways ca the cadidate select the questios if he ca aswe all questios equally well? Solutio : The cadidate has to select six questios i all of which at least two should be fom Pat A ad two should be fom Pat B. He ca select questios i ay of the followig ways : Pat A (i ) (ii ) (iii ) Pat B If the cadidate follows choice (i), the umbe of ways i which he ca do so is 10 0 If the cadidate follows choice (ii), the umbe of ways i which he ca do so is Similaly, if the cadidate follows choice (iii), the the umbe of ways i which he ca do so is 0. Theefoe, the cadidate ca select the questio i ways. Example 7. A committee of pesos is to be fomed fom 6 me ad wome. I how may ways ca this be doe whe (i ) at least wome ae icluded? (ii ) atmost wome ae icluded? Solutio : (i) Whe at least wome ae icluded. The committee may cosist of 6 wome, me : It ca be doe i ways. 6 o, wome, 1 ma : It ca be doe i ways. 1 6 o, wome, me : It ca be doe i ways. Total umbe of ways of fomig the committee MATHEMATIS

17 Pemutatios Ad ombiatios (ii ) Whe atmost wome ae icluded The committee may cosist of MODULE - I 6 wome, me : It ca be doe i. ways 6 o, 1 woma, me : It ca be doe i 1. ways o, me : It ca be doe i 6 ways Total umbe of ways of fomig the committee Example 7. The Idia icket team cosists of 16 playes. It icludes wicket keepes ad bowles. I how may ways ca a cicket eleve be selected if we have to select 1 wicket keepe ad atleast bowles? Solutio : We ae to choose 11 playes icludig 1 wicket keepe ad bowles o, 1 wicket keepe ad bowles. Numbe of ways of selectig 1 wicket keepe, bowles ad 6 othe playes Numbe of ways of selectig 1 wicket keepe, bowles ad othe playes Total umbe of ways of selectig the team MATHEMATIS

18 MODULE - I HEK YOUR PROGRESS (a) Evaluate : Pemutatios Ad ombiatios (i) 1 (ii) (iii) + (iv) 9 6 (b) Veify each of the followig statemet : 1 (i) (ii) 6 (iii) (iv) + 8. Fid the umbe of subsets of the set {1,,, 7, 9, 11, 1,..., }each havig elemets.. Thee ae 1 poits lyig o a cicle. How may petagos ca be daw usig these poits?. I a fuit basket thee ae apples, 7 plums ad 11 oages. You have to pick fuits of each type. I how may ways ca you make you choice?. A questio pape cosists of 1 questios divided ito two patsa ad B, cotaiig ad 7 questios epectively. A studet is equied to attempt 6 questios i all, selectig at least fom each pat. I how may ways ca a studet select a questio? 6. Out of me ad wome, a committee of pesos is to be fomed. I how may ways ca it be fomed selectig (i) exactly 1 woma. (ii) atleast 1 woma. 7. A cicket team cosists of 17 playes. It icludes wicket keepes ad bowles. I how may ways ca a playig eleve be selected if we have to select 1 wicket keepe ad atleast bowles? 8. To fill up vacacies, applicatios wee ecieved. Thee wee 7 S.. ad 8 O.B.. cadidates amog the applicats. If posts wee eseved fo S.. ad 1 fo O.B.. cadidates, fid the umbe of ways i which selectio could be made? 7.6 SOME SIMPLE PROPERTIES OF I this sectio we will pove some simple popeties of which will make the computatios of these coefficiets simple. Let us go back agai to Theoem 7.. Usig elatio 7.7 we ca ewite the fomula fo as follows :!...(7.8)!( )! MATHEMATIS

19 Pemutatios Ad ombiatios Example 7.6 Fid the value of 0.! 1 Solutio : Hee 0. Theefoe, 0 1, 0!! 0! sice we have defied 0! 1. The fomula give i Theoem 7. was used i the pevious sectio. As we will see shotly, the fomula give i Equatio 7.8 will be useful fo povig cetai popeties of. MODULE - I...(7.9) This meas just that the umbe of ways of choosig objects out of objects is the same as the umbe of ways of ot choosig( ) objects out of objects. I the example descibed i the itoductio, it just meas that the umbe of ways of selectig sets of desses is the same as the umbe of ways of ejectig desses. I Example 7.0, this meas that the umbe of ways of choosig subsets with elemets is the same as the umbe of ways of ejectig 8 elemets sice choosig a paticula subset of elemets is equivalet to ejectig its complemet, which has 8 elemets. Let us ow pove this elatio usig Equatio 7.8. The deomiato of the ight had side of this equatio is! ( )!. This does ot chage whe we eplace by. ()!.[()]!()!.! The umeato is idepedet of. Theefoe, eplacig by i Equatio 7.8 we get esult. How is the elatio 7.9 useful? Usig this fomula, we get, fo example, is the same as 100. The secod value is much moe easie to calculate tha the fist oe. Example 7.7 Evaluate : (a) 7 (c) 10 9 (b) 11 9 (d) 1 9 Solutio : (a) Fom elatio 7.9, we have (b) Similaly (c) (d) MATHEMATIS

20 MODULE - I Thee is aothe elatio satisfied by Pemutatios Ad ombiatios which is also useful. We have the followig elatio: (7.10) ( 1)! ( 1)! + ( )!( 1)! ( 1)!! ( 1)!( 1)! + ()( 1)!( 1)!( 1)!( 1)! ( 1)! ( 1)!( 1)! ( 1)! ( 1)!( 1)! ( ) ( 1)! ()( 1)!( 1)! Example 7.8 Evaluate :! ( )!! (a) + (b) (c) + (d) Solutio : (a) Let us use elatio (7.10) with 7,. So, + 1 (b) Hee 9,. Theefoe, (c) Hee 6,. Theefoe, + 0 (d) Hee 11,. Theefoe, To udestad the elatio 7.10 bette, let us go back to Example 7.0 I this example let us calculate the umbe of subsets of the set, {1,,,,, 6, 7, 8, 9, 10, 11}. We ca subdivide them ito two kids, those that cotai a paticula elemet, say 1, ad those that do ot cotai 1. The umbe of subsets of the set havig elemets ad cotaiig 1 is the same as the umbe of subsets of {,,,, 6, 7, 8, 9, 10, 11} havig elemets. Thee ae 10 such subsets. 1 6 MATHEMATIS

21 Pemutatios Ad ombiatios The umbe of subsets of the set havig elemets ad ot cotaiig 1 is the same as the umbe of subsets of the set {,,,,6,7,8,9,10,11,} havig elemets. This is 10. So, the umbe of subsets of {1,,,,, 6, 7, 8, 9, 10, 11} havig fou elemets is +. But, this is as we have see i the example. So, +. The same agumet woks fo the umbe of elemet subsets of a set with elemets. This eletio was oticed by the Fech MathematiciaBlaise Pascal ad was used i the so called Pascal Tiagle, give below The fist ow cosists of sigle elemet 0 1. The secod ow cosists of 1 0 ad 1. 1 Fom the thid ow owads, the ule fo witig the eties is as follows. Add cosecutive elemets i the pevious ow ad wite the aswe betwee the two eties. Afte exhaustig all possible pais, put the umbe 1 at the begiig ad the ed of the ow. Fo example, the thid ow is got as follows. Secod ow cotais oly two elemets ad they add up to. Now, put 1 befoe ad afte. Fo the fouth ow, we have 1 +, + 1. The, we put 1 +, + 1. The we put 1 at the begiig ad the ed. Hee, we ae able to calculate, fo example, 1,., fom 0, 1, by usig the elatio The impotat thig is we ae able to do it usig additio aloe. MODULE - I The umbes occu as coefficets i the biomial expasios, ad theefoe, they ae also called biomial coefficets as we will see i lesso 8. I paticula, the popety 7.10 will be used i the poof of the biomial theoem. Example 7.9 If 10 1 fid, Solutio : Usig 10 1 o, we get MATHEMATIS 7

22 MODULE - I HEK YOUR PROGRESS 7.7 Pemutatios Ad ombiatios 1. (a) Fid the value of 1. Is 1? (b) Show that 0. Evaluate : (a) 9 (b) 1 10 (c) 1 9 (d) 1 1. Evaluate : (a) + (b) (c) + (d) +. If , fid the value of.. If 18 fid + PROBLEMS INVOLVING BOTH PERMUTATIONS AND OMBINATIONS So fa, we have studied poblems that ivolve eithe pemutatio aloe o combiatio aloe. I this sectio, we will coside some examples that eed both of these cocepts. Example 7.0 Thee ae ovels ad biogaphies. I how may ways ca ovels ad biogaphies ca be aaged o a shelf? Soluto : ovels ca be selected out of i ways. biogaphies ca be selected out of i ways. Numbe of ways of aagig ovels ad biogaphies 6 0 Afte selectig ay 6 books ( ovels ad biogaphies) i oe of the 0 ways, they ca be aaged o the shelf i 6! 70 ways. By the outig Piciple, the total umbe of aagemets Example 7.1 Fom cosoats ad vowels, how may wods ca be fomed usig cosoats ad vowels? Solutio : Fom cosoats, cosoats ca be selected i ways. Fom vowels, vowels ca be selected i ways. Now with evey selectio, umbe of ways of aagig lettes is P 8 MATHEMATIS

23 Pemutatios Ad ombiatios Total umbe of wods P MODULE - I! HEK YOUR PROGRESS Thee ae Mathematics, Physics ad hemisty books. I how may ways ca you aage Mathematics, Physics ad hemisty books. (a) if the books o the same subjects ae aaged togethe, but the ode i which the books ae aaged withi a subject does t matte? (b) if books o the same subjects ae aaged togethe ad the ode i which books ae aaged withi subject mattes?. Thee ae 9 cosoats ad vowels. How may wods of 7 lettes ca be fomed usig cosoets ad vowels?. I how may ways ca you ivite at least oe of you six fieds to a die?. I a examiatio, a examiee is equied to pass i fou diffeet subjects. I how may ways ca he fail? LET US SUM UP Fudametal piciple of coutig states. If thee ae evets ad if the fist evet ca occu i m 1 ways, the secod evet ca occu i m ways afte the fist evet has occued, the thid evet ca occu im ways afte the secod evet has occued ad so o, the all the evets ca occu i m 1 m m... m 1 m ways. The umbe of pemutatios of objects take all at a time is! P! ( )! P! The umbe of ways of selectig objects out of objects!!( )! MATHEMATIS 9

24 MODULE - I SUPPORTIVE WEB SITES Pemutatios Ad ombiatios TERMINAL EXERISE 1. Thee ae 8 tue - false questios i a examiatio. How may esposes ae possible?. The six faces of a die ae umbeed 1,,,, ad 6. Two such dice ae thow simultaeously. I how may ways ca they tu up?. A estauat has vegetables, salads ad types of bead. If a custome wats 1 vegetable, 1 salad ad 1 bead, how may choices does he have?. Suppose you wat to pape you walls. Wall papes ae available i diffet backgouds colous with 7 diffeet desigs of diffeet colous o them. I how may ways ca you select you wall pape?. I how may ways ca 7 studets be seated i a ow o 7 seats? 6. Detemie the umbe of 8 lette wods that ca be fomed fom the lettes of the wod ALTRUISM. 7. If you have widows ad 8 cutais i you house, i how may ways ca you put the cutais o the widows? 8. Detemie the maximum umbe of - lette wods that ca be fomed fom the lettes of the wod POLIY. 9. Thee ae 10 athletes paticipatig i a ace ad thee ae thee pizes, 1st, d ad d to be awaded. I how may ways ca these be awaded? 10. I how may ways ca you aage the lettes of the wod ATTAIN so that the Ts ae togethe? 11. A goup of 1 fieds meet at a paty. Each peso shake hads oce with all othes. How may had shakes will be thee.? 1. Suppose that you ow a shop which sells televisios. You ae sellig diffeet kids of televisio sets, but you show case has eough space fo display of televiso sets oly. I how may ways ca you select the televisio sets fo the display? 1. A cotacto eeds capetes. Five equally qualified capetes apply fo the job. I how may ways ca the cotacto make the selectio? 1. I how may ways ca a committe of 9 ca be selected fom a goup of 1? 1. I how may ways ca a committee of me ad wome be selected fom a goup of 1 me ad 1 wome? 60 MATHEMATIS

25 Pemutatios Ad ombiatios 16. I how ways ca 6 pesos be selected fom gade 1 ad 7 gade II offices, so as to iclude at least two offices fom each categoy? 17. Out of 6 boys ad gils, a committee of has to be fomed. I how may ways ca this be doe if we take : (a) gils. (b) at least gils. 18. The Eglish alphabet has vowels ad 1 cosoats. What is the maximum umbe of wods, that ca be fomed fom the alphabet with diffeet vowels ad diffeet cosoats? 19. Fom cosoats ad vowels, how may wods ca be fomed usig cosoats ad vowels? 0. I a school aual day fuctio a vaiety pogamme was ogaised. It was plaed that thee would be shot plays, 6 ecitals ad dace pogammes. Howeve, the chief guest ivited fo the fuctio took much loge time tha expected to fiish his speech. To fiish i time, it was decided that oly shot plays, ecitals ad dace pogammes would be pefomed, How may choices wee available to them? (a) if the pogammes ca be pefomed i ay ode? (b) if the pogammes of the same kid wee pefomed at a stetch? (c) if the pogammes of the same kid wee pefomed at a stech ad cosideig the ode of pefomace of the pogammes of the same kid? MODULE - I MATHEMATIS 61

26 MODULE - I ANSWERS Pemutatios Ad ombiatios HEK YOUR PROGRESS (a) 180 (b) 8 (c) 1 (d) 0. (a) 8 (b) 6 HEK YOUR PROGRESS (a) 1776 (b) 900. (a) 10 (b) 60. (a) (b) HEK YOUR PROGRESS (a) (i) 70 (ii) 00 (iii) 06 (iv) 1780 (v) 10 (b) (i) False (ii) False (iii) Tue (iv) False. (a) 10 (b) 00 (c) HEK YOUR PROGRESS (a) (i) 1 (ii) 10 (iii) (iv) 700 (v)! (b) (i) False (ii) Tue (iii) False (iv) False. (a) (i) 7980 (ii) 90 (b) 0 (c) 80 HEK YOUR PROGRESS (i) 00 (ii) 00 (iii) 60 HEK YOUR PROGRESS (a) (i) 86 (ii) 16 (iii) 8 (iv) 1 (b) (i) Tue (ii) False 6 MATHEMATIS

27 Pemutatios Ad ombiatios (iii) False (iv) Tue (i) 0 MODULE - I (ii) HEK YOUR PROGRESS (a), No. (a) 16 (b) 1001 (c) 71 (d). (a) 6 (b) 16 (c) 10 (d) HEK YOUR PROGRESS (a) 600 (b) MATHEMATIS 6

28 MODULE - I TERMINAL EXERISE (a) 10 (b) (a) (b) 1080 (c) 1100 Pemutatios Ad ombiatios 6 MATHEMATIS

Using Counting Techniques to Determine Probabilities

Using Counting Techniques to Determine Probabilities Kowledge ticle: obability ad Statistics Usig outig Techiques to Detemie obabilities Tee Diagams ad the Fudametal outig iciple impotat aspect of pobability theoy is the ability to detemie the total umbe

More information

= 5! 3! 2! = 5! 3! (5 3)!. In general, the number of different groups of r items out of n items (when the order is ignored) is given by n!

= 5! 3! 2! = 5! 3! (5 3)!. In general, the number of different groups of r items out of n items (when the order is ignored) is given by n! 0 Combiatoial Aalysis Copyight by Deiz Kalı 4 Combiatios Questio 4 What is the diffeece betwee the followig questio i How may 3-lette wods ca you wite usig the lettes A, B, C, D, E ii How may 3-elemet

More information

MATH Midterm Solutions

MATH Midterm Solutions MATH 2113 - Midtem Solutios Febuay 18 1. A bag of mables cotais 4 which ae ed, 4 which ae blue ad 4 which ae gee. a How may mables must be chose fom the bag to guaatee that thee ae the same colou? We ca

More information

4. PERMUTATIONS AND COMBINATIONS

4. PERMUTATIONS AND COMBINATIONS 4. PERMUTATIONS AND COMBINATIONS PREVIOUS EAMCET BITS 1. The umbe of ways i which 13 gold cois ca be distibuted amog thee pesos such that each oe gets at least two gold cois is [EAMCET-000] 1) 3 ) 4 3)

More information

Consider unordered sample of size r. This sample can be used to make r! Ordered samples (r! permutations). unordered sample

Consider unordered sample of size r. This sample can be used to make r! Ordered samples (r! permutations). unordered sample Uodeed Samples without Replacemet oside populatio of elemets a a... a. y uodeed aagemet of elemets is called a uodeed sample of size. Two uodeed samples ae diffeet oly if oe cotais a elemet ot cotaied

More information

BINOMIAL THEOREM An expression consisting of two terms, connected by + or sign is called a

BINOMIAL THEOREM An expression consisting of two terms, connected by + or sign is called a BINOMIAL THEOREM hapte 8 8. Oveview: 8.. A epessio cosistig of two tems, coected by + o sig is called a biomial epessio. Fo eample, + a, y,,7 4 5y, etc., ae all biomial epessios. 8.. Biomial theoem If

More information

BINOMIAL THEOREM NCERT An expression consisting of two terms, connected by + or sign is called a

BINOMIAL THEOREM NCERT An expression consisting of two terms, connected by + or sign is called a 8. Oveview: 8.. A epessio cosistig of two tems, coected by + o sig is called a biomial epessio. Fo eample, + a, y,,7 4, etc., ae all biomial 5y epessios. 8.. Biomial theoem BINOMIAL THEOREM If a ad b ae

More information

The Pigeonhole Principle 3.4 Binomial Coefficients

The Pigeonhole Principle 3.4 Binomial Coefficients Discete M athematic Chapte 3: Coutig 3. The Pigeohole Piciple 3.4 Biomial Coefficiets D Patic Cha School of Compute Sciece ad Egieeig South Chia Uivesity of Techology Ageda Ch 3. The Pigeohole Piciple

More information

The number of r element subsets of a set with n r elements

The number of r element subsets of a set with n r elements Popositio: is The umbe of elemet subsets of a set with elemets Poof: Each such subset aises whe we pick a fist elemet followed by a secod elemet up to a th elemet The umbe of such choices is P But this

More information

Counting Functions and Subsets

Counting Functions and Subsets CHAPTER 1 Coutig Fuctios ad Subsets This chapte of the otes is based o Chapte 12 of PJE See PJE p144 Hee ad below, the efeeces to the PJEccles book ae give as PJE The goal of this shot chapte is to itoduce

More information

ICS141: Discrete Mathematics for Computer Science I

ICS141: Discrete Mathematics for Computer Science I Uivesity of Hawaii ICS141: Discete Mathematics fo Compute Sciece I Dept. Ifomatio & Compute Sci., Uivesity of Hawaii Ja Stelovsy based o slides by D. Bae ad D. Still Oigials by D. M. P. Fa ad D. J.L. Goss

More information

MATH /19: problems for supervision in week 08 SOLUTIONS

MATH /19: problems for supervision in week 08 SOLUTIONS MATH10101 2018/19: poblems fo supevisio i week 08 Q1. Let A be a set. SOLUTIONS (i Pove that the fuctio c: P(A P(A, defied by c(x A \ X, is bijective. (ii Let ow A be fiite, A. Use (i to show that fo each

More information

Ch 3.4 Binomial Coefficients. Pascal's Identit y and Triangle. Chapter 3.2 & 3.4. South China University of Technology

Ch 3.4 Binomial Coefficients. Pascal's Identit y and Triangle. Chapter 3.2 & 3.4. South China University of Technology Disc ete Mathem atic Chapte 3: Coutig 3. The Pigeohole Piciple 3.4 Biomial Coefficiets D Patic Cha School of Compute Sciece ad Egieeig South Chia Uivesity of Techology Pigeohole Piciple Suppose that a

More information

Permutations and Combinations

Permutations and Combinations Pemutatios ad ombiatios Fudametal piciple of coutig Pemutatio Factoial otatio P!! ombiatio This uit facilitates you i, statig the fudametal piciple of coutig. defiig pemutatio ad combiatio. usig factoial

More information

By the end of this section you will be able to prove the Chinese Remainder Theorem apply this theorem to solve simultaneous linear congruences

By the end of this section you will be able to prove the Chinese Remainder Theorem apply this theorem to solve simultaneous linear congruences Chapte : Theoy of Modula Aithmetic 8 Sectio D Chiese Remaide Theoem By the ed of this sectio you will be able to pove the Chiese Remaide Theoem apply this theoem to solve simultaeous liea cogueces The

More information

( ) ( ) ( ) ( ) Solved Examples. JEE Main/Boards = The total number of terms in the expansion are 8.

( ) ( ) ( ) ( ) Solved Examples. JEE Main/Boards = The total number of terms in the expansion are 8. Mathematics. Solved Eamples JEE Mai/Boads Eample : Fid the coefficiet of y i c y y Sol: By usig fomula of fidig geeal tem we ca easily get coefficiet of y. I the biomial epasio, ( ) th tem is c T ( y )

More information

CHAPTER 5 : SERIES. 5.2 The Sum of a Series Sum of Power of n Positive Integers Sum of Series of Partial Fraction Difference Method

CHAPTER 5 : SERIES. 5.2 The Sum of a Series Sum of Power of n Positive Integers Sum of Series of Partial Fraction Difference Method CHAPTER 5 : SERIES 5.1 Seies 5. The Sum of a Seies 5..1 Sum of Powe of Positive Iteges 5.. Sum of Seies of Patial Factio 5..3 Diffeece Method 5.3 Test of covegece 5.3.1 Divegece Test 5.3. Itegal Test 5.3.3

More information

Auchmuty High School Mathematics Department Sequences & Series Notes Teacher Version

Auchmuty High School Mathematics Department Sequences & Series Notes Teacher Version equeces ad eies Auchmuty High chool Mathematics Depatmet equeces & eies Notes Teache Vesio A sequece takes the fom,,7,0,, while 7 0 is a seies. Thee ae two types of sequece/seies aithmetic ad geometic.

More information

Einstein Classes, Unit No. 102, 103, Vardhman Ring Road Plaza, Vikas Puri Extn., Outer Ring Road New Delhi , Ph. : ,

Einstein Classes, Unit No. 102, 103, Vardhman Ring Road Plaza, Vikas Puri Extn., Outer Ring Road New Delhi , Ph. : , MB BINOMIAL THEOREM Biomial Epessio : A algebaic epessio which cotais two dissimila tems is called biomial epessio Fo eample :,,, etc / ( ) Statemet of Biomial theoem : If, R ad N, the : ( + ) = a b +

More information

a) The average (mean) of the two fractions is halfway between them: b) The answer is yes. Assume without loss of generality that p < r.

a) The average (mean) of the two fractions is halfway between them: b) The answer is yes. Assume without loss of generality that p < r. Solutios to MAML Olympiad Level 00. Factioated a) The aveage (mea) of the two factios is halfway betwee them: p ps+ q ps+ q + q s qs qs b) The aswe is yes. Assume without loss of geeality that p

More information

Progression. CATsyllabus.com. CATsyllabus.com. Sequence & Series. Arithmetic Progression (A.P.) n th term of an A.P.

Progression. CATsyllabus.com. CATsyllabus.com. Sequence & Series. Arithmetic Progression (A.P.) n th term of an A.P. Pogessio Sequece & Seies A set of umbes whose domai is a eal umbe is called a SEQUENCE ad sum of the sequece is called a SERIES. If a, a, a, a 4,., a, is a sequece, the the expessio a + a + a + a 4 + a

More information

Permutations, Combinations, and the Binomial Theorem

Permutations, Combinations, and the Binomial Theorem Permutatios, ombiatios, ad the Biomial Theorem Sectio Permutatios outig methods are used to determie the umber of members of a specific set as well as outcomes of a evet. There are may differet ways to

More information

9.7 Pascal s Formula and the Binomial Theorem

9.7 Pascal s Formula and the Binomial Theorem 592 Chapte 9 Coutig ad Pobability Example 971 Values of 97 Pascal s Fomula ad the Biomial Theoem I m vey well acquaited, too, with mattes mathematical, I udestad equatios both the simple ad quadatical

More information

DANIEL YAQUBI, MADJID MIRZAVAZIRI AND YASIN SAEEDNEZHAD

DANIEL YAQUBI, MADJID MIRZAVAZIRI AND YASIN SAEEDNEZHAD MIXED -STIRLING NUMERS OF THE SEOND KIND DANIEL YAQUI, MADJID MIRZAVAZIRI AND YASIN SAEEDNEZHAD Abstact The Stilig umbe of the secod id { } couts the umbe of ways to patitio a set of labeled balls ito

More information

4. PERMUTATIONS AND COMBINATIONS Quick Review

4. PERMUTATIONS AND COMBINATIONS Quick Review 4 ERMUTATIONS AND COMBINATIONS Quick Review A aagemet that ca be fomed by takig some o all of a fiite set of thigs (o objects) is called a emutatio A emutatio is said to be a liea emutatio if the objects

More information

Discussion 02 Solutions

Discussion 02 Solutions STAT 400 Discussio 0 Solutios Spig 08. ~.5 ~.6 At the begiig of a cetai study of a goup of pesos, 5% wee classified as heavy smoes, 30% as light smoes, ad 55% as osmoes. I the fiveyea study, it was detemied

More information

Math 166 Week-in-Review - S. Nite 11/10/2012 Page 1 of 5 WIR #9 = 1+ r eff. , where r. is the effective interest rate, r is the annual

Math 166 Week-in-Review - S. Nite 11/10/2012 Page 1 of 5 WIR #9 = 1+ r eff. , where r. is the effective interest rate, r is the annual Math 66 Week-i-Review - S. Nite // Page of Week i Review #9 (F-F.4, 4.-4.4,.-.) Simple Iteest I = Pt, whee I is the iteest, P is the picipal, is the iteest ate, ad t is the time i yeas. P( + t), whee A

More information

THE ANALYTIC LARGE SIEVE

THE ANALYTIC LARGE SIEVE THE ANALYTIC LAGE SIEVE 1. The aalytic lage sieve I the last lectue we saw how to apply the aalytic lage sieve to deive a aithmetic fomulatio of the lage sieve, which we applied to the poblem of boudig

More information

EDEXCEL NATIONAL CERTIFICATE UNIT 28 FURTHER MATHEMATICS FOR TECHNICIANS OUTCOME 2- ALGEBRAIC TECHNIQUES TUTORIAL 1 - PROGRESSIONS

EDEXCEL NATIONAL CERTIFICATE UNIT 28 FURTHER MATHEMATICS FOR TECHNICIANS OUTCOME 2- ALGEBRAIC TECHNIQUES TUTORIAL 1 - PROGRESSIONS EDEXCEL NATIONAL CERTIFICATE UNIT 8 FURTHER MATHEMATICS FOR TECHNICIANS OUTCOME - ALGEBRAIC TECHNIQUES TUTORIAL - PROGRESSIONS CONTENTS Be able to apply algebaic techiques Aithmetic pogessio (AP): fist

More information

CfE Advanced Higher Mathematics Course materials Topic 5: Binomial theorem

CfE Advanced Higher Mathematics Course materials Topic 5: Binomial theorem SCHOLAR Study Guide CfE Advaced Highe Mathematics Couse mateials Topic : Biomial theoem Authoed by: Fioa Withey Stilig High School Kae Withey Stilig High School Reviewed by: Magaet Feguso Peviously authoed

More information

Finite q-identities related to well-known theorems of Euler and Gauss. Johann Cigler

Finite q-identities related to well-known theorems of Euler and Gauss. Johann Cigler Fiite -idetities elated to well-ow theoems of Eule ad Gauss Joha Cigle Faultät fü Mathemati Uivesität Wie A-9 Wie, Nodbegstaße 5 email: oha.cigle@uivie.ac.at Abstact We give geealizatios of a fiite vesio

More information

ELEMENTARY AND COMPOUND EVENTS PROBABILITY

ELEMENTARY AND COMPOUND EVENTS PROBABILITY Euopea Joual of Basic ad Applied Scieces Vol. 5 No., 08 ELEMENTARY AND COMPOUND EVENTS PROBABILITY William W.S. Che Depatmet of Statistics The Geoge Washigto Uivesity Washigto D.C. 003 E-mail: williamwsche@gmail.com

More information

Multivector Functions

Multivector Functions I: J. Math. Aal. ad Appl., ol. 24, No. 3, c Academic Pess (968) 467 473. Multivecto Fuctios David Hestees I a pevious pape [], the fudametals of diffeetial ad itegal calculus o Euclidea -space wee expessed

More information

EXAMPLES. Leader in CBSE Coaching. Solutions of BINOMIAL THEOREM A.V.T.E. by AVTE (avte.in) Class XI

EXAMPLES. Leader in CBSE Coaching. Solutions of BINOMIAL THEOREM A.V.T.E. by AVTE (avte.in) Class XI avtei EXAMPLES Solutios of AVTE by AVTE (avtei) lass XI Leade i BSE oachig 1 avtei SHORT ANSWER TYPE 1 Fid the th tem i the epasio of 1 We have T 1 1 1 1 1 1 1 1 1 1 Epad the followig (1 + ) 4 Put 1 y

More information

ARRANGEMENTS IN A CIRCLE

ARRANGEMENTS IN A CIRCLE ARRANGEMENTS IN A CIRCLE Whe objects are arraged i a circle, the total umber of arragemets is reduced. The arragemet of (say) four people i a lie is easy ad o problem (if they liste of course!!). With

More information

Section 5.1 The Basics of Counting

Section 5.1 The Basics of Counting 1 Sectio 5.1 The Basics of Coutig Combiatorics, the study of arragemets of objects, is a importat part of discrete mathematics. I this chapter, we will lear basic techiques of coutig which has a lot of

More information

2012 GCE A Level H2 Maths Solution Paper Let x,

2012 GCE A Level H2 Maths Solution Paper Let x, GCE A Level H Maths Solutio Pape. Let, y ad z be the cost of a ticet fo ude yeas, betwee ad 5 yeas, ad ove 5 yeas categoies espectively. 9 + y + 4z =. 7 + 5y + z = 8. + 4y + 5z = 58.5 Fo ude, ticet costs

More information

KEY. Math 334 Midterm II Fall 2007 section 004 Instructor: Scott Glasgow

KEY. Math 334 Midterm II Fall 2007 section 004 Instructor: Scott Glasgow KEY Math 334 Midtem II Fall 7 sectio 4 Istucto: Scott Glasgow Please do NOT wite o this exam. No cedit will be give fo such wok. Rathe wite i a blue book, o o you ow pape, pefeably egieeig pape. Wite you

More information

SOME ARITHMETIC PROPERTIES OF OVERPARTITION K -TUPLES

SOME ARITHMETIC PROPERTIES OF OVERPARTITION K -TUPLES #A17 INTEGERS 9 2009), 181-190 SOME ARITHMETIC PROPERTIES OF OVERPARTITION K -TUPLES Deick M. Keiste Depatmet of Mathematics, Pe State Uivesity, Uivesity Pak, PA 16802 dmk5075@psu.edu James A. Selles Depatmet

More information

Math 7409 Homework 2 Fall from which we can calculate the cycle index of the action of S 5 on pairs of vertices as

Math 7409 Homework 2 Fall from which we can calculate the cycle index of the action of S 5 on pairs of vertices as Math 7409 Hoewok 2 Fall 2010 1. Eueate the equivalece classes of siple gaphs o 5 vetices by usig the patte ivetoy as a guide. The cycle idex of S 5 actig o 5 vetices is 1 x 5 120 1 10 x 3 1 x 2 15 x 1

More information

I PUC MATHEMATICS CHAPTER - 08 Binomial Theorem. x 1. Expand x + using binomial theorem and hence find the coefficient of

I PUC MATHEMATICS CHAPTER - 08 Binomial Theorem. x 1. Expand x + using binomial theorem and hence find the coefficient of Two Maks Questios I PU MATHEMATIS HAPTER - 08 Biomial Theoem. Epad + usig biomial theoem ad hece fid the coefficiet of y y. Epad usig biomial theoem. Hece fid the costat tem of the epasio.. Simplify +

More information

Advanced Physical Geodesy

Advanced Physical Geodesy Supplemetal Notes Review of g Tems i Moitz s Aalytic Cotiuatio Method. Advaced hysical Geodesy GS887 Chistophe Jekeli Geodetic Sciece The Ohio State Uivesity 5 South Oval Mall Columbus, OH 4 7 The followig

More information

Chapter 2 Sampling distribution

Chapter 2 Sampling distribution [ 05 STAT] Chapte Samplig distibutio. The Paamete ad the Statistic Whe we have collected the data, we have a whole set of umbes o desciptios witte dow o a pape o stoed o a compute file. We ty to summaize

More information

BINOMIAL THEOREM & ITS SIMPLE APPLICATION

BINOMIAL THEOREM & ITS SIMPLE APPLICATION Etei lasses, Uit No. 0, 0, Vadhma Rig Road Plaza, Vikas Pui Et., Oute Rig Road New Delhi 0 08, Ph. : 9690, 87 MB Sllabus : BINOMIAL THEOREM & ITS SIMPLE APPLIATION Biomia Theoem fo a positive itegal ide;

More information

Technical Report: Bessel Filter Analysis

Technical Report: Bessel Filter Analysis Sasa Mahmoodi 1 Techical Repot: Bessel Filte Aalysis 1 School of Electoics ad Compute Sciece, Buildig 1, Southampto Uivesity, Southampto, S17 1BJ, UK, Email: sm3@ecs.soto.ac.uk I this techical epot, we

More information

CSE 191, Class Note 05: Counting Methods Computer Sci & Eng Dept SUNY Buffalo

CSE 191, Class Note 05: Counting Methods Computer Sci & Eng Dept SUNY Buffalo Coutig Methods CSE 191, Class Note 05: Coutig Methods Computer Sci & Eg Dept SUNY Buffalo c Xi He (Uiversity at Buffalo CSE 191 Discrete Structures 1 / 48 Need for Coutig The problem of coutig the umber

More information

Using Difference Equations to Generalize Results for Periodic Nested Radicals

Using Difference Equations to Generalize Results for Periodic Nested Radicals Usig Diffeece Equatios to Geealize Results fo Peiodic Nested Radicals Chis Lyd Uivesity of Rhode Islad, Depatmet of Mathematics South Kigsto, Rhode Islad 2 2 2 2 2 2 2 π = + + +... Vieta (593) 2 2 2 =

More information

Permutations and Combinations

Permutations and Combinations Massachusetts Istitute of Techology 6.042J/18.062J, Fall 02: Mathematics fo Compute Sciece Pof. Albet Meye ad D. Radhika Nagpal Couse Notes 9 Pemutatios ad Combiatios I Notes 8, we saw a vaiety of techiques

More information

On ARMA(1,q) models with bounded and periodically correlated solutions

On ARMA(1,q) models with bounded and periodically correlated solutions Reseach Repot HSC/03/3 O ARMA(,q) models with bouded ad peiodically coelated solutios Aleksade Weo,2 ad Agieszka Wy oma ska,2 Hugo Steihaus Cete, Woc aw Uivesity of Techology 2 Istitute of Mathematics,

More information

Greatest term (numerically) in the expansion of (1 + x) Method 1 Let T

Greatest term (numerically) in the expansion of (1 + x) Method 1 Let T BINOMIAL THEOREM_SYNOPSIS Geatest tem (umeically) i the epasio of ( + ) Method Let T ( The th tem) be the geatest tem. Fid T, T, T fom the give epasio. Put T T T ad. Th will give a iequality fom whee value

More information

Disjoint Sets { 9} { 1} { 11} Disjoint Sets (cont) Operations. Disjoint Sets (cont) Disjoint Sets (cont) n elements

Disjoint Sets { 9} { 1} { 11} Disjoint Sets (cont) Operations. Disjoint Sets (cont) Disjoint Sets (cont) n elements Disjoit Sets elemets { x, x, } X =, K Opeatios x Patitioed ito k sets (disjoit sets S, S,, K Fid-Set(x - etu set cotaiig x Uio(x,y - make a ew set by combiig the sets cotaiig x ad y (destoyig them S k

More information

Week 03 Discussion. 30% are serious, and 50% are stable. Of the critical ones, 30% die; of the serious, 10% die; and of the stable, 2% die.

Week 03 Discussion. 30% are serious, and 50% are stable. Of the critical ones, 30% die; of the serious, 10% die; and of the stable, 2% die. STAT 400 Wee 03 Discussio Fall 07. ~.5- ~.6- At the begiig of a cetai study of a gou of esos, 5% wee classified as heavy smoes, 30% as light smoes, ad 55% as osmoes. I the five-yea study, it was detemied

More information

Lecture 6: October 16, 2017

Lecture 6: October 16, 2017 Ifomatio ad Codig Theoy Autum 207 Lectue: Madhu Tulsiai Lectue 6: Octobe 6, 207 The Method of Types Fo this lectue, we will take U to be a fiite uivese U, ad use x (x, x 2,..., x to deote a sequece of

More information

MATHS FOR ENGINEERS ALGEBRA TUTORIAL 8 MATHEMATICAL PROGRESSIONS AND SERIES

MATHS FOR ENGINEERS ALGEBRA TUTORIAL 8 MATHEMATICAL PROGRESSIONS AND SERIES MATHS FOR ENGINEERS ALGEBRA TUTORIAL 8 MATHEMATICAL PROGRESSIONS AND SERIES O completio of this ttoial yo shold be able to do the followig. Eplai aithmetical ad geometic pogessios. Eplai factoial otatio

More information

ON CERTAIN CLASS OF ANALYTIC FUNCTIONS

ON CERTAIN CLASS OF ANALYTIC FUNCTIONS ON CERTAIN CLASS OF ANALYTIC FUNCTIONS Nailah Abdul Rahma Al Diha Mathematics Depatmet Gils College of Educatio PO Box 60 Riyadh 567 Saudi Aabia Received Febuay 005 accepted Septembe 005 Commuicated by

More information

Lecture Overview. 2 Permutations and Combinations. n(n 1) (n (k 1)) = n(n 1) (n k + 1) =

Lecture Overview. 2 Permutations and Combinations. n(n 1) (n (k 1)) = n(n 1) (n k + 1) = COMPSCI 230: Discrete Mathematics for Computer Sciece April 8, 2019 Lecturer: Debmalya Paigrahi Lecture 22 Scribe: Kevi Su 1 Overview I this lecture, we begi studyig the fudametals of coutig discrete objects.

More information

LESSON 15: COMPOUND INTEREST

LESSON 15: COMPOUND INTEREST High School: Expoeial Fuctios LESSON 15: COMPOUND INTEREST 1. You have see this fomula fo compoud ieest. Paamete P is the picipal amou (the moey you stat with). Paamete is the ieest ate pe yea expessed

More information

Sets. Sets. Operations on Sets Laws of Algebra of Sets Cardinal Number of a Finite and Infinite Set. Representation of Sets Power Set Venn Diagram

Sets. Sets. Operations on Sets Laws of Algebra of Sets Cardinal Number of a Finite and Infinite Set. Representation of Sets Power Set Venn Diagram Sets MILESTONE Sets Represetatio of Sets Power Set Ve Diagram Operatios o Sets Laws of lgebra of Sets ardial Number of a Fiite ad Ifiite Set I Mathematical laguage all livig ad o-livig thigs i uiverse

More information

It is always the case that unions, intersections, complements, and set differences are preserved by the inverse image of a function.

It is always the case that unions, intersections, complements, and set differences are preserved by the inverse image of a function. MATH 532 Measurable Fuctios Dr. Neal, WKU Throughout, let ( X, F, µ) be a measure space ad let (!, F, P ) deote the special case of a probability space. We shall ow begi to study real-valued fuctios defied

More information

EVALUATION OF SUMS INVOLVING GAUSSIAN q-binomial COEFFICIENTS WITH RATIONAL WEIGHT FUNCTIONS

EVALUATION OF SUMS INVOLVING GAUSSIAN q-binomial COEFFICIENTS WITH RATIONAL WEIGHT FUNCTIONS EVALUATION OF SUMS INVOLVING GAUSSIAN -BINOMIAL COEFFICIENTS WITH RATIONAL WEIGHT FUNCTIONS EMRAH KILIÇ AND HELMUT PRODINGER Abstact We coside sums of the Gaussia -biomial coefficiets with a paametic atioal

More information

Conditional Convergence of Infinite Products

Conditional Convergence of Infinite Products Coditioal Covegece of Ifiite Poducts William F. Tech Ameica Mathematical Mothly 106 1999), 646-651 I this aticle we evisit the classical subject of ifiite poducts. Fo stadad defiitios ad theoems o this

More information

Lecture 24: Observability and Constructibility

Lecture 24: Observability and Constructibility ectue 24: Obsevability ad Costuctibility 7 Obsevability ad Costuctibility Motivatio: State feedback laws deped o a kowledge of the cuet state. I some systems, xt () ca be measued diectly, e.g., positio

More information

Intermediate Math Circles November 4, 2009 Counting II

Intermediate Math Circles November 4, 2009 Counting II Uiversity of Waterloo Faculty of Mathematics Cetre for Educatio i Mathematics ad Computig Itermediate Math Circles November 4, 009 Coutig II Last time, after lookig at the product rule ad sum rule, we

More information

On a Problem of Littlewood

On a Problem of Littlewood Ž. JOURAL OF MATHEMATICAL AALYSIS AD APPLICATIOS 199, 403 408 1996 ARTICLE O. 0149 O a Poblem of Littlewood Host Alze Mosbache Stasse 10, 51545 Waldbol, Gemay Submitted by J. L. Bee Received May 19, 1995

More information

Lower Bounds for Cover-Free Families

Lower Bounds for Cover-Free Families Loe Bouds fo Cove-Fee Families Ali Z. Abdi Covet of Nazaeth High School Gade, Abas 7, Haifa Nade H. Bshouty Dept. of Compute Sciece Techio, Haifa, 3000 Apil, 05 Abstact Let F be a set of blocks of a t-set

More information

( ) 1 Comparison Functions. α is strictly increasing since ( r) ( r ) α = for any positive real number c. = 0. It is said to belong to

( ) 1 Comparison Functions. α is strictly increasing since ( r) ( r ) α = for any positive real number c. = 0. It is said to belong to Compaiso Fuctios I this lesso, we study stability popeties of the oautoomous system = f t, x The difficulty is that ay solutio of this system statig at x( t ) depeds o both t ad t = x Thee ae thee special

More information

FIXED POINT AND HYERS-ULAM-RASSIAS STABILITY OF A QUADRATIC FUNCTIONAL EQUATION IN BANACH SPACES

FIXED POINT AND HYERS-ULAM-RASSIAS STABILITY OF A QUADRATIC FUNCTIONAL EQUATION IN BANACH SPACES IJRRAS 6 () July 0 www.apapess.com/volumes/vol6issue/ijrras_6.pdf FIXED POINT AND HYERS-UAM-RASSIAS STABIITY OF A QUADRATIC FUNCTIONA EQUATION IN BANACH SPACES E. Movahedia Behbaha Khatam Al-Abia Uivesity

More information

Generalized Fibonacci-Lucas Sequence

Generalized Fibonacci-Lucas Sequence Tuish Joual of Aalysis ad Numbe Theoy, 4, Vol, No 6, -7 Available olie at http://pubssciepubcom/tjat//6/ Sciece ad Educatio Publishig DOI:6/tjat--6- Geealized Fiboacci-Lucas Sequece Bijeda Sigh, Ompaash

More information

Some Integral Mean Estimates for Polynomials

Some Integral Mean Estimates for Polynomials Iteatioal Mathematical Foum, Vol. 8, 23, o., 5-5 HIKARI Ltd, www.m-hikai.com Some Itegal Mea Estimates fo Polyomials Abdullah Mi, Bilal Ahmad Da ad Q. M. Dawood Depatmet of Mathematics, Uivesity of Kashmi

More information

SHIFTED HARMONIC SUMS OF ORDER TWO

SHIFTED HARMONIC SUMS OF ORDER TWO Commu Koea Math Soc 9 0, No, pp 39 55 http://dxdoiog/03/ckms0939 SHIFTED HARMONIC SUMS OF ORDER TWO Athoy Sofo Abstact We develop a set of idetities fo Eule type sums I paticula we ivestigate poducts of

More information

P1 Chapter 8 :: Binomial Expansion

P1 Chapter 8 :: Binomial Expansion P Chapter 8 :: Biomial Expasio jfrost@tiffi.kigsto.sch.uk www.drfrostmaths.com @DrFrostMaths Last modified: 6 th August 7 Use of DrFrostMaths for practice Register for free at: www.drfrostmaths.com/homework

More information

(ii) Two-permutations of {a, b, c}. Answer. (B) P (3, 3) = 3! (C) 3! = 6, and there are 6 items in (A). ... Answer.

(ii) Two-permutations of {a, b, c}. Answer. (B) P (3, 3) = 3! (C) 3! = 6, and there are 6 items in (A). ... Answer. SOLUTIONS Homewor 5 Due /6/19 Exercise. (a Cosider the set {a, b, c}. For each of the followig, (A list the objects described, (B give a formula that tells you how may you should have listed, ad (C verify

More information

Inverse Matrix. A meaning that matrix B is an inverse of matrix A.

Inverse Matrix. A meaning that matrix B is an inverse of matrix A. Iverse Matrix Two square matrices A ad B of dimesios are called iverses to oe aother if the followig holds, AB BA I (11) The otio is dual but we ofte write 1 B A meaig that matrix B is a iverse of matrix

More information

Axioms of Measure Theory

Axioms of Measure Theory MATH 532 Axioms of Measure Theory Dr. Neal, WKU I. The Space Throughout the course, we shall let X deote a geeric o-empty set. I geeral, we shall ot assume that ay algebraic structure exists o X so that

More information

On randomly generated non-trivially intersecting hypergraphs

On randomly generated non-trivially intersecting hypergraphs O adomly geeated o-tivially itesectig hypegaphs Balázs Patkós Submitted: May 5, 009; Accepted: Feb, 010; Published: Feb 8, 010 Mathematics Subject Classificatio: 05C65, 05D05, 05D40 Abstact We popose two

More information

ON EUCLID S AND EULER S PROOF THAT THE NUMBER OF PRIMES IS INFINITE AND SOME APPLICATIONS

ON EUCLID S AND EULER S PROOF THAT THE NUMBER OF PRIMES IS INFINITE AND SOME APPLICATIONS Joual of Pue ad Alied Mathematics: Advaces ad Alicatios Volume 0 Numbe 03 Pages 5-58 ON EUCLID S AND EULER S PROOF THAT THE NUMBER OF PRIMES IS INFINITE AND SOME APPLICATIONS ALI H HAKAMI Deatmet of Mathematics

More information

Bertrand s Postulate

Bertrand s Postulate Bertrad s Postulate Lola Thompso Ross Program July 3, 2009 Lola Thompso (Ross Program Bertrad s Postulate July 3, 2009 1 / 33 Bertrad s Postulate I ve said it oce ad I ll say it agai: There s always a

More information

Generating Functions. 1 Operations on generating functions

Generating Functions. 1 Operations on generating functions Geeratig Fuctios The geeratig fuctio for a sequece a 0, a,..., a,... is defied to be the power series fx a x. 0 We say that a 0, a,... is the sequece geerated by fx ad a is the coefficiet of x. Example

More information

3.1 Counting Principles

3.1 Counting Principles 3.1 Coutig Priciples Goal: Cout the umber of objects i a set. Notatio: Whe S is a set, S deotes the umber of objects i the set. This is also called S s cardiality. Additio Priciple: Whe you wat to cout

More information

Infinite Sequences and Series

Infinite Sequences and Series Chapter 6 Ifiite Sequeces ad Series 6.1 Ifiite Sequeces 6.1.1 Elemetary Cocepts Simply speakig, a sequece is a ordered list of umbers writte: {a 1, a 2, a 3,...a, a +1,...} where the elemets a i represet

More information

Math 155 (Lecture 3)

Math 155 (Lecture 3) Math 55 (Lecture 3) September 8, I this lecture, we ll cosider the aswer to oe of the most basic coutig problems i combiatorics Questio How may ways are there to choose a -elemet subset of the set {,,,

More information

Putnam Training Exercise Counting, Probability, Pigeonhole Principle (Answers)

Putnam Training Exercise Counting, Probability, Pigeonhole Principle (Answers) Putam Traiig Exercise Coutig, Probability, Pigeohole Pricile (Aswers) November 24th, 2015 1. Fid the umber of iteger o-egative solutios to the followig Diohatie equatio: x 1 + x 2 + x 3 + x 4 + x 5 = 17.

More information

Discrete Mathematics for CS Spring 2005 Clancy/Wagner Notes 21. Some Important Distributions

Discrete Mathematics for CS Spring 2005 Clancy/Wagner Notes 21. Some Important Distributions CS 70 Discrete Mathematics for CS Sprig 2005 Clacy/Wager Notes 21 Some Importat Distributios Questio: A biased coi with Heads probability p is tossed repeatedly util the first Head appears. What is the

More information

IP Reference guide for integer programming formulations.

IP Reference guide for integer programming formulations. IP Referece guide for iteger programmig formulatios. by James B. Orli for 15.053 ad 15.058 This documet is iteded as a compact (or relatively compact) guide to the formulatio of iteger programs. For more

More information

6.3 Testing Series With Positive Terms

6.3 Testing Series With Positive Terms 6.3. TESTING SERIES WITH POSITIVE TERMS 307 6.3 Testig Series With Positive Terms 6.3. Review of what is kow up to ow I theory, testig a series a i for covergece amouts to fidig the i= sequece of partial

More information

Discrete Mathematics for CS Spring 2007 Luca Trevisan Lecture 22

Discrete Mathematics for CS Spring 2007 Luca Trevisan Lecture 22 CS 70 Discrete Mathematics for CS Sprig 2007 Luca Trevisa Lecture 22 Aother Importat Distributio The Geometric Distributio Questio: A biased coi with Heads probability p is tossed repeatedly util the first

More information

Lecture 3 : Concentration and Correlation

Lecture 3 : Concentration and Correlation Lectue 3 : Cocetatio ad Coelatio 1. Talagad s iequality 2. Covegece i distibutio 3. Coelatio iequalities 1. Talagad s iequality Cetifiable fuctios Let g : R N be a fuctio. The a fuctio f : 1 2 Ω Ω L Ω

More information

Electron states in a periodic potential. Assume the electrons do not interact with each other. Solve the single electron Schrodinger equation: KJ =

Electron states in a periodic potential. Assume the electrons do not interact with each other. Solve the single electron Schrodinger equation: KJ = Electo states i a peiodic potetial Assume the electos do ot iteact with each othe Solve the sigle electo Schodige equatio: 2 F h 2 + I U ( ) Ψ( ) EΨ( ). 2m HG KJ = whee U(+R)=U(), R is ay Bavais lattice

More information

Kinetics of Complex Reactions

Kinetics of Complex Reactions Kietics of Complex Reactios by Flick Colema Departmet of Chemistry Wellesley College Wellesley MA 28 wcolema@wellesley.edu Copyright Flick Colema 996. All rights reserved. You are welcome to use this documet

More information

Zeros of Polynomials

Zeros of Polynomials Math 160 www.timetodare.com 4.5 4.6 Zeros of Polyomials I these sectios we will study polyomials algebraically. Most of our work will be cocered with fidig the solutios of polyomial equatios of ay degree

More information

PROGRESSION AND SERIES

PROGRESSION AND SERIES INTRODUCTION PROGRESSION AND SERIES A gemet of umbes {,,,,, } ccodig to some well defied ule o set of ules is clled sequece Moe pecisely, we my defie sequece s fuctio whose domi is some subset of set of

More information

Week 5-6: The Binomial Coefficients

Week 5-6: The Binomial Coefficients Wee 5-6: The Biomial Coefficiets March 6, 2018 1 Pascal Formula Theorem 11 (Pascal s Formula For itegers ad such that 1, ( ( ( 1 1 + 1 The umbers ( 2 ( 1 2 ( 2 are triagle umbers, that is, The petago umbers

More information

Complementary Dual Subfield Linear Codes Over Finite Fields

Complementary Dual Subfield Linear Codes Over Finite Fields 1 Complemetay Dual Subfield Liea Codes Ove Fiite Fields Kiagai Booiyoma ad Somphog Jitma,1 Depatmet of Mathematics, Faculty of Sciece, Silpao Uivesity, Naho Pathom 73000, hailad e-mail : ai_b_555@hotmail.com

More information

(3) If you replace row i of A by its sum with a multiple of another row, then the determinant is unchanged! Expand across the i th row:

(3) If you replace row i of A by its sum with a multiple of another row, then the determinant is unchanged! Expand across the i th row: Math 5-4 Tue Feb 4 Cotiue with sectio 36 Determiats The effective way to compute determiats for larger-sized matrices without lots of zeroes is to ot use the defiitio, but rather to use the followig facts,

More information

Linear Regression Demystified

Linear Regression Demystified Liear Regressio Demystified Liear regressio is a importat subject i statistics. I elemetary statistics courses, formulae related to liear regressio are ofte stated without derivatio. This ote iteds to

More information

A note on random minimum length spanning trees

A note on random minimum length spanning trees A ote o adom miimum legth spaig tees Ala Fieze Miklós Ruszikó Lubos Thoma Depatmet of Mathematical Scieces Caegie Mello Uivesity Pittsbugh PA15213, USA ala@adom.math.cmu.edu, usziko@luta.sztaki.hu, thoma@qwes.math.cmu.edu

More information

What is Probability?

What is Probability? Quatificatio of ucertaity. What is Probability? Mathematical model for thigs that occur radomly. Radom ot haphazard, do t kow what will happe o ay oe experimet, but has a log ru order. The cocept of probability

More information

At the end of this topic, students should be able to understand the meaning of finite and infinite sequences and series, and use the notation u

At the end of this topic, students should be able to understand the meaning of finite and infinite sequences and series, and use the notation u Natioal Jio College Mathematics Depatmet 00 Natioal Jio College 00 H Mathematics (Seio High ) Seqeces ad Seies (Lecte Notes) Topic : Seqeces ad Seies Objectives: At the ed of this topic, stdets shold be

More information

Probability theory and mathematical statistics:

Probability theory and mathematical statistics: N.I. Lobachevsky State Uiversity of Nizhi Novgorod Probability theory ad mathematical statistics: Law of Total Probability. Associate Professor A.V. Zorie Law of Total Probability. 1 / 14 Theorem Let H

More information

ANSWERS, HINTS & SOLUTIONS HALF COURSE TEST VII (Main)

ANSWERS, HINTS & SOLUTIONS HALF COURSE TEST VII (Main) AIITS-HT-VII-PM-JEE(Mai)-Sol./7 I JEE Advaced 06, FIITJEE Studets bag 6 i Top 00 AIR, 7 i Top 00 AIR, 8 i Top 00 AIR. Studets fom Log Tem lassoom/ Itegated School Pogam & Studets fom All Pogams have qualified

More information