BACHELOR'S DEGREE PROGRAMME

Size: px
Start display at page:

Download "BACHELOR'S DEGREE PROGRAMME"

Transcription

1 No. of Printed Pages : 11 MTE-12 BACHELOR'S DEGREE PROGRAMME Term-End Examination C 3 ti June, ELECTIVE COURSE : MATHEMATICS MTE-12 : LINEAR PROGRAMMING Time : 2 hours Maximum Marks : 50 Note : Question no. 1 is compulsory. Do any four questions out of 2 to 7. Calculators are not allowed. 1. Which of the following statements are true? 10 Give reasons for your answers : (a) Every convex set has at the most finitely many extreme points. (b) If A and B are 3 x 3 matrices with IAN = 0, then at least one of the matrices A or B has rank less than three. (c) (d) (e) If the primal LPP is infeasible, the dual is also infeasible. In an optimal solution of a balanced transportation problem with 3 sources and 4 destinations, it is possible to have 7 routes over which a positive quantity is transported. The pay off matrix of any game can have at most one saddle point. MTE-12 1 P.T.O.

2 2. (a) Use the graphical method to solve the 6 following LPP : Max 2x1 + 3x2 subject to x1 + xi x2?-0, x2.?; 0x 1.20 and Ox2.12. (b) Find the dual of the following LPP : Max subject 2x1 + x2 subject to xi +5x25_10, +3x2.- 6, 2x1 + 3x2 = 8, x2?-0 and xi unrestricted (a) Solve the following LPP by simplex method : 5 Max 2x1 +3x2 + x3 subject to 7x1 + 3x2 + 2x3 5 4x1 + 2x2 x3 2 xi, x2, x3 > 0 (b) Write the mathematical model of the 5 following transportation problem : D1 D2 D3 D4 Supply S S Demand Also, find an initial basic feasible solution using North-West corner method. MTE-12 2

3 4. (a) Find an initial basic feasible solution using 6 matrix minima method and hence solve the following transportation problem using u v method. From To A B C Available I II III Demand (b) Find all the basic solutions of the following 4 equations : xi + X 2 + 2x3 = 5 2x1 X 2 + X3 = 4 Which of the solutions are feasible? Justify your answer. 5. (a) Solve the following game graphically : 5 Player B [ Player A 3 2 (b) Solve the following cost minimising 5 assignment problem : I H Ill IV A B C D MTE-12 3 P.T.O.

4 6. (a) Prove algebraically that the set 5 S = {(xi, x2) /2xf + x2 5._ 4} is a convex set. (b) Use the method of dominance to reduce the 5 size of the following game, and hence find its solution : (a) Players A and B simultaneously call out 5 either of the numbers 19 or 20. If their sum is even, B pays A that number of rupees. If the sum is odd, A pays B that number of rupees. What is the pay off matrix for this game? Find the optimal strategies for both the players. (b) A company has two grades of inspectors, 5 I and II, who are to be assigned for a quality control inspection. It is required that at least 2000 pieces be inspected per 8 - hour day. A grade I inspector can check at the rate of 40 per hour with an accuracy of 97%. A grade II inspector checks at the rate of 30 pieces per hour with an accuracy of 95%. The wage rate of a grade I inspector is Rs. 5 MTE-12 4

5 per hour while that of a grade II inspector is Rs. 4 per hour. An error made by an inspector costs Rs. 3 to the company. There are only nine grade I inspectors and eleven grade II inspectors available in the company. Formulate the problem of minimising the daily inspection cost as an I,PP. MTE-12 5 P.T.O.

6 ztrai cro 4cbi-1 trfivi 2012 gicktisto-i : 41ruli 1figet) Liq : 2./(1 37fiwdTr : 50 1 : rft 31.?-1-7TWq I M.Y fi-dRi t 1 Siql f WT.( drh 0f:3N 47(-11,c.?dj Tr Trehr civ-? `I Gcl 4 A cb -I 74 2.N tip t? drlt. t 10 cbruf r\tr (a) 1374T 3-Tq-ITU T111-7E1-'4 t 3-TW A Lirtfi-mcf: fq-it11 (b) ik A 3th B, 3 x3 311-&F fq-ik IABI =0 t,-4/6ittbaituuwaw1414wgrf*-1:ft cn-r14 iw (c) irq 31Ttf LPP artrrd t 71,1-4 ad1 3ITITM I (d) 3 Tht iftall 4T-01' TirdU tift769' W1:1 c't 14, 7 1:R Ti WIT #1.T-4 t I MTE-12 7 P.T.O.

7 (e) fc 31-r--&ff Trd-r-i 3fti-T 31-fqw.icht'llt I 2. (a) F'1+-irciroci LPP arn A 60 : 6 2x1 + 3x2 3-ifq-*71:1t-*77 I 7'qfT x1 +x2530, xl x2 > 0, x2.>- 3, 05x1520 bit 05x2512. (b).tati LPP 711c1 : 4 2x1 +x2 3-1fq-*7711M-711T v T : 7-4f- xi +5x2510, xi + 3x2?- 6, 2x1 + 3x2 = 8, x2 >0 34 x1 13TIXF-d-4RTU I 3. (a) {47 LPP ch) ittz.11 PART 4 Sri : 5 2x1 + 3x2 + x3 WI 3-Tfq--*---d-rn--*---m 7-4F-T 7x1 + 3x2 + 2X x1 + 2x2 X3 5 2 xi, x2, x3 > 0 (b) 14-1 Oci o.-1 Trr-R:zu f,trukilq 5 tfur : D1 D2 D3 D4 3Trf4 S I S S Ttf alit- 14 -NN bra qiicf "4-177 I MTE-12 8

8 4. (a) 31.Py wffalt fdlit A Mitt i1t 3-TINTA Ord 6 ql1c1.41-4r atit $TI u v fa-na c-14--iroftgd trft-q-ri Trff-Frr -1 : I II III Trin (b) (.1 (.1 CI 41rntuI 3TTNTA URI 4 5. (a) x 1 +x 2 + '-) x 3 =5 2x1- )72 4-x A A Ili ( chi f-h--irokld Tia TA Tzaq rcirq fil71v B ftglat[ i A ] art er1f4r : 5 (b) (4,1RTI fuu (14-1-1C1 4-IchR1 f17-m-9. teaf 7F 5 I II III IV A B C O MTE-12 9 P.T.O.

9 6. (a) WTtzi Fa F4 Al : 5 S = {(x1, x2) /24 + x2 < 4} kitmciq t (b) rcir(gd 31-1-WR ci.wt4 t 5 1-tit -9-Tgerr fqfq a>> F,TK : _ 7. (a) i ilsl A at B TI124 i zffq a 1 > 417,11:It, B, A c71 c1 4,1GR t I rq q.)41 tf -a-1 A,Ba71 d1irz far t I 74" yr-drff cilr5q1 r ttc w -11C1 I (b) t, ttral -.9T1:1-4z7 I 5-0T4Z7, 1147tui chl cf,1 *PA \ t I 31-* chi t fef 9Thfq ch4-1 chi aittf 171 (4-) I -14c1-d.( q qtal't 171 'Hcbdi t- 7i11-4. zizttot 97% t I ' MTE-12 10

10 II.14.4e.( 30.q11 cf 'A.,Tti-cf T7 kichcn t 712.4T 2k 95% t ' I ciic; 1T:Te 7 5 T. mrcf 311-{ II cilc tp4-4z7 =h1 Wit) 7 4 T. 51iscr t tp4-47-{ fe., T. TzfR7 tp4-4z-{ t I tf9t SRI TFR:Err LPP Tcfqff MTE-12 11

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination June, 2013 ELECTIVE COURSE : MATHEMATICS MTE-12 : LINEAR PROGRAMMING

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination June, 2013 ELECTIVE COURSE : MATHEMATICS MTE-12 : LINEAR PROGRAMMING No. of Printed Pages : 12 MTE-12 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination June, 2013 ELECTIVE COURSE : MATHEMATICS MTE-12 : LINEAR PROGRAMMING Time : 2 hours Maximum Marks : 50 Weightage

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2014 ELECTIVE COURSE : MATHEMATICS MTE-06 : ABSTRACT ALGEBRA

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2014 ELECTIVE COURSE : MATHEMATICS MTE-06 : ABSTRACT ALGEBRA 072 A0.2 No. of Printed Pages : 8 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2014 ELECTIVE COURSE : MATHEMATICS MTE-06 : ABSTRACT ALGEBRA MTE-06 Time : 2 hours Maximum Marks : 50

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination June, 2017

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination June, 2017 No. of Printed Pages : 12 MTE-121 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination June, 2017 ELECTIVE COURSE : MATHEMATICS MTE-12 : LINEAR PROGRAMMING Time : 2 hours Maximum Marks : 0 (Weightage

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2012 ELECTIVE COURSE : MATHEMATICS MTE-10 : NUMERICAL ANALYSIS

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2012 ELECTIVE COURSE : MATHEMATICS MTE-10 : NUMERICAL ANALYSIS No. of Printed Pages : 11 MTE-10 L. BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2012 ELECTIVE COURSE : MATHEMATICS MTE-10 : NUMERICAL ANALYSIS Time : 2 hours Maximum Marks : 50 (Weightage

More information

MTE-04 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2012 ELECTIVE COURSE : MATHEMATICS MTE-04 : ELEMENTARY ALGEBRA

MTE-04 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2012 ELECTIVE COURSE : MATHEMATICS MTE-04 : ELEMENTARY ALGEBRA No. of Printed Pages : 15 MTE-04 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2012 ELECTIVE COURSE : MATHEMATICS MTE-04 : ELEMENTARY ALGEBRA Time : 11/2 hours Maximum Marks : 25 Instructions

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination. June, 2018 ELECTIVE COURSE : MATHEMATICS MTE-02 : LINEAR ALGEBRA

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination. June, 2018 ELECTIVE COURSE : MATHEMATICS MTE-02 : LINEAR ALGEBRA No. of Printed Pages : 8 1MTE-021 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination 046OB June, 2018 ELECTIVE COURSE : MATHEMATICS MTE-02 : LINEAR ALGEBRA Time : 2 hours Maximum Marks : 50 (Weightage

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination ELECTIVE COURSE : MATHEMATICS MTE-02 : LINEAR ALGEBRA

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination ELECTIVE COURSE : MATHEMATICS MTE-02 : LINEAR ALGEBRA No. of Printed Pages : 8 MTE-021 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination 01-2. 0 6 June, 2016 ELECTIVE COURSE : MATHEMATICS MTE-02 : LINEAR ALGEBRA Time : 2 hours Maximum Marks : 50 (Weightage

More information

ST. JOSEPH S COLLEGE OF ARTS & SCIENCE (AUTONOMOUS) CUDDALORE-1

ST. JOSEPH S COLLEGE OF ARTS & SCIENCE (AUTONOMOUS) CUDDALORE-1 ST. JOSEPH S COLLEGE OF ARTS & SCIENCE (AUTONOMOUS) CUDDALORE-1 SUB:OPERATION RESEARCH CLASS: III B.SC SUB CODE:EMT617S SUB INCHARGE:S.JOHNSON SAVARIMUTHU 2 MARKS QUESTIONS 1. Write the general model of

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2015

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2015 No. of Printed Pages : 8 I MTE-13 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2015 ELECTIVE COURSE : MATHEMATICS MTE-13 : DISCRETE MATHEMATICS Time : 2 hours Maximum Marks : 50 (Weightage

More information

No. of Printed Pages : 8

No. of Printed Pages : 8 No. of Printed Pages : 8 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination ---E - December, 2016 I MTE-08 ELECTIVE COURSE : MATHEMATICS MTE-08 : DIFFERENTIAL EQUATIONS - Time : 2 hours Maximum Marks

More information

No. of Printed Pages : 12 MTE-11 BACHELOR'S DEGREE PROGRAMME

No. of Printed Pages : 12 MTE-11 BACHELOR'S DEGREE PROGRAMME No. of Printed Pages : 12 MTE-11 BACHELOR'S DEGREE PROGRAMME Term-End Examination June, 2013 ELECTIVE COURSE : MATHEMATICS MTE-11 : PROBABILITY AND STATISTICS Time : 2 hours Maximum Marks : 50 Weightage

More information

Duality in LPP Every LPP called the primal is associated with another LPP called dual. Either of the problems is primal with the other one as dual. The optimal solution of either problem reveals the information

More information

K E L LY T H O M P S O N

K E L LY T H O M P S O N K E L LY T H O M P S O N S E A O LO G Y C R E ATO R, F O U N D E R, A N D PA R T N E R K e l l y T h o m p s o n i s t h e c r e a t o r, f o u n d e r, a n d p a r t n e r o f S e a o l o g y, a n e x

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination No. of Printed Pages : 12 MTE-03 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination 1,4* :ert June, 2015 ELECTIVE COURSE : MATHEMATICS MTE-03 : MATHEMATICAL METHODS Time : 2 hours Maximum Marks : 50

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, Time : 2 hours Maximum Marks : 50 (Weightage : 70%)

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, Time : 2 hours Maximum Marks : 50 (Weightage : 70%) 01287 No. of Printed Pages : 12 MTE-10 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2014 ELECTIVE COURSE : MATHEMATICS MTE-10 : NUMERICAL ANALYSIS Time : 2 hours Maximum Marks : 50

More information

No. of Printed Pages : 7 BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 2013 PHYSICS

No. of Printed Pages : 7 BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 2013 PHYSICS No. of Printed Pages : 7 BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 2013 PHYSICS PHE-09 PHE-09 : OPTICS Time : 2 hours Maximum Marks : 50 Note : All questions are compulsory but there are

More information

MTE-10 BACHELOR'S DEGREE PROGRAMME (BDP)

MTE-10 BACHELOR'S DEGREE PROGRAMME (BDP) CO No. of Printed Pages : 8 MTE-0 BACHELOR'S DEGREE PROGRAMME (BDP) CO Term-End Examination CV CD December, 0 ELECTIVE COURSE : MATHEMATICS MTE-0 : NUMERICAL ANALYSIS Time : hours Maximum Marks : 50 (Weightage

More information

Note : Attempt four questions in all. Questions No. 1 and 2

Note : Attempt four questions in all. Questions No. 1 and 2 No. of Printed Pages : 8 I PHE-13 I BACHELOR OF SCIENCE (B.Sc.) Term-End Examination \ June, 2010.7t4 PHYSICS PHE-13 : PHYSICS OF SOLIDS Time : 2 hours Maximum Marks : 50 Note : Attempt four questions

More information

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination June, B.Sc. EXAMINATION CHE-1 : ATOMS AND MOLECULES AND CHE-2 : INORGANIC CHEMISTRY

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination June, B.Sc. EXAMINATION CHE-1 : ATOMS AND MOLECULES AND CHE-2 : INORGANIC CHEMISTRY No. of Printed Pages : 15 00881 CHE-1 BACHELOR OF SCIENCE (B.Sc.) Term-End Examination June, 2010 CHEMISTRY CHE-1 : ATOMS AND MOLECULES Time : 1 hour Maximum Marks : 25 B.Sc. EXAMINATION Instructions :

More information

L..4 BACHELOR'S DEGREE PROGRAMME MTE-05 : ANALYTICAL GEOMETRY

L..4 BACHELOR'S DEGREE PROGRAMME MTE-05 : ANALYTICAL GEOMETRY 1 1... L..4 No. of Printed Pages : 11 I MTE-04/MTE-05 BACHELOR'S DEGREE PROGRAMME MTE-04 : ELEMENTARY ALGEBRA Instructions : MTE-05 : ANALYTICAL GEOMETRY 1. Students registered for both MTE-04 & MTE-05

More information

PHYSICS PHE-14 : MATHEMATICAL METHODS IN PHYSICS-III

PHYSICS PHE-14 : MATHEMATICAL METHODS IN PHYSICS-III 00 74 3 No. of Printed Pages : 8 I PHE-14 BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 2014 PHYSICS PHE-14 : MATHEMATICAL METHODS IN PHYSICS-III Time : 2 hours Maximum Marks : 50 Note : All

More information

No. of Printed Pages : 8

No. of Printed Pages : 8 No. of Printed Pages : 8 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2017 ELECTIVE COURSE : MATHEMATICS MTE-02 : LINEAR ALGEBRA mte-02 Time : 2 hours Maximum Marks : 50 (Weightage

More information

CBSE QUESTION PAPER. MATHEMATICS,(1)1d

CBSE QUESTION PAPER. MATHEMATICS,(1)1d CBSE QUESTION PAPER MATHEMATICS,()d Class-XII Ti me allowed : 3 hours f.:mfftr'fffll:3 Maximum Marks: 00 '3icFi: 00 fll'll- : (i) frit.j/ff 3-/Re/Pf - I ( i i) JfFf W # 29 "JfFf - if rfi;r # t : 3, 'if"

More information

RI.fi SO -f 3-1f9 q-14 t I ci-) t 1 01, aft r-fld t I

RI.fi SO -f 3-1f9 q-14 t I ci-) t 1 01, aft r-fld t I 07415 No. of Printed Pages : 16 OMT-1 01 Bachelor's Preparatory Programme (B.P.P.) (For Non 10+2) Term-End Examination June, 2010 OMT-101 : Preparatory Course in General Mathematics (Revised) Time : 120

More information

UNIVERSITY OF CALICUT SCHOOL OF DISTANCE EDUCATION B Sc. Mathematics (2011 Admission Onwards) II SEMESTER Complementary Course

UNIVERSITY OF CALICUT SCHOOL OF DISTANCE EDUCATION B Sc. Mathematics (2011 Admission Onwards) II SEMESTER Complementary Course UNIVERSITY OF CALICUT SCHOOL OF DISTANCE EDUCATION B Sc. Mathematics (2011 Admission Onwards) II SEMESTER Complementary Course MATHEMATICAL ECONOMICS QUESTION BANK 1. Which of the following is a measure

More information

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 2011 CHEMISTRY CHE-04 : PHYSICAL CHEMISTRY

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 2011 CHEMISTRY CHE-04 : PHYSICAL CHEMISTRY No. of Printed Pages : 12 BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 2011 CHEMISTRY CHE-04 : PHYSICAL CHEMISTRY I CHE-04 Time : 2 hours Maximum Marks : 50 Note : Attempt all the parts.

More information

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 2009 PHYSICS PHE-15 : ASTRONOMY AND ASTROPHYSICS

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 2009 PHYSICS PHE-15 : ASTRONOMY AND ASTROPHYSICS BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 2009 PHYSICS PHE-15 : ASTRONOMY AND ASTROPHYSICS I PHE-15 Time : 2 hours Maximum Marks : 50 Note : Attempt all questions. The marks for each questions

More information

BACHELOR'S DEGREE PROGRAMME (BDP PHILOSOPHY)

BACHELOR'S DEGREE PROGRAMME (BDP PHILOSOPHY) No. of Printed Pages : 6 BACHELOR'S DEGREE PROGRAMME (BDP PHILOSOPHY) Term-End Examination June, 2017 00204 ELECTIVE COURSE : PHILOSOPHY BPY-002 BPY-002 : LOGIC : CLASSICAL AND SYMBOLIC LOGIC Time : 3

More information

Note : Attempt all questions. The marks for each question are indicated against it. Symbols have their usual meanings. You may use log tables.

Note : Attempt all questions. The marks for each question are indicated against it. Symbols have their usual meanings. You may use log tables. No. of Printed Pages : 15 1-717- 1E-41 BACHELOR OF SCIENCE (B.Sc.) N-1 Term-End Examination C'") CO June, 2012 PHYSICS PHE-4 : MATHEMATICAL METHODS IN PHYSICS-I Time : 11/2 hours Maximum Marks : 25 B.Sc.

More information

MATH2070 Optimisation

MATH2070 Optimisation MATH2070 Optimisation Linear Programming Semester 2, 2012 Lecturer: I.W. Guo Lecture slides courtesy of J.R. Wishart Review The standard Linear Programming (LP) Problem Graphical method of solving LP problem

More information

Note : Answer the questions as directed in SECTION A, B and C. Draw neat labelled diagrams 'wherever necessary.

Note : Answer the questions as directed in SECTION A, B and C. Draw neat labelled diagrams 'wherever necessary. No. of Printed Pages : 8 LSE-12 cv") BACHELOR OF SCIENCE (B.Sc.) Term-End Examination CD June, 2011 LIFE SCIENCE LSE-12 : PLANT DIVERSITY-I Time : 3 hours Maximum Marks : 75 Note : Answer the questions

More information

~,. :'lr. H ~ j. l' ", ...,~l. 0 '" ~ bl '!; 1'1. :<! f'~.., I,," r: t,... r':l G. t r,. 1'1 [<, ."" f'" 1n. t.1 ~- n I'>' 1:1 , I. <1 ~'..

~,. :'lr. H ~ j. l' , ...,~l. 0 ' ~ bl '!; 1'1. :<! f'~.., I,, r: t,... r':l G. t r,. 1'1 [<, . f' 1n. t.1 ~- n I'>' 1:1 , I. <1 ~'.. ,, 'l t (.) :;,/.I I n ri' ' r l ' rt ( n :' (I : d! n t, :?rj I),.. fl.),. f!..,,., til, ID f-i... j I. 't' r' t II!:t () (l r El,, (fl lj J4 ([) f., () :. -,,.,.I :i l:'!, :I J.A.. t,.. p, - ' I I I

More information

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination CHEMISTRY PART - A

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination CHEMISTRY PART - A CHE-4 BACHELOR OF SCIENCE (B.Sc.) Term-End Examination O December, 2009 O CHEMISTRY O CHE-4 : PHYSICAL CHEMISTRY Time : 2 hours Maximum Marks : 50 Note : Attempt all the parts. Answer five questions from

More information

Term-End Examination. June, 2012 LIFE SCIENCE

Term-End Examination. June, 2012 LIFE SCIENCE e--4 No. of Printed Pages : 7 BACHELOR OF SCIENCE (B.Sc.) CY) Term-End Examination CV Cf) June, 2012 LIFE SCIENCE LSE-07 LSE-07 : TAXONOMY AND EVOLUTION Time : 2 Hours Maximum Marks : 50 Note : (i) Question

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination. June, 2017 ELECTIVE COURSE : MATHEMATICS MTE-08 : DIFFERENTIAL EQUATIONS

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination. June, 2017 ELECTIVE COURSE : MATHEMATICS MTE-08 : DIFFERENTIAL EQUATIONS No. of Printed' Pges : 8 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Exmintion n June, 017 ELECTIVE COURSE : MATHEMATICS MTE-08 : DIFFERENTIAL EQUATIONS MTE-08 I Time : hours Mximum Mrks : 50 (Weightge

More information

PHE-5 : MATHEMATICAL METHODS IN PHYSICS-II Instructions : 7. Students registered for both PHE-4 & PHE-5 courses

PHE-5 : MATHEMATICAL METHODS IN PHYSICS-II Instructions : 7. Students registered for both PHE-4 & PHE-5 courses No. of Printed Pages : 15 00 (.0 BACHELOR OF SCIENCE (B.Sc.) Term-End Examination June, 2010 PHYSICS PHE- I PHE- : MATHEMATICAL METHODS IN PHYSICS-I Time : 1 1/2 hours Maximum Marks : 25 B.Sc. EXAMINATION,

More information

Bachelor's Preparatory Programme (B.P.P.) (For Non 10+2) Term-End Examination December, 2013

Bachelor's Preparatory Programme (B.P.P.) (For Non 10+2) Term-End Examination December, 2013 No. of Printed Pages : 15 OMT-101 Bachelor's Preparatory Programme (B.P.P.) (For Non 10+2) Term-End Examination December, 2013 OMT-101 : Preparatory Course in General Mathematics (Revised) Time : 2 hours

More information

ELECTIVE COURSE : MATHEMATICS MTE-08 : DIFFERENTIAL EQUATIONS

ELECTIVE COURSE : MATHEMATICS MTE-08 : DIFFERENTIAL EQUATIONS No. of Printed Pages : 8 MTE-08 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2014 ELECTIVE COURSE : MATHEMATICS MTE-08 : DIFFERENTIAL EQUATIONS Time : 2 hours Maximum Marks : 50 (Weightage

More information

OMT-101 : Preparatory Course in General Mathematics (Revised)

OMT-101 : Preparatory Course in General Mathematics (Revised) OMT-101 Bachelor's Preparatory Programme (B.P.P.) (For Non 10+2) 07803 Term-End Examination December, 2009 OMT-101 : Preparatory Course in General Mathematics (Revised) Time 120 Minutes Maximum Marks :

More information

MATH 445/545 Test 1 Spring 2016

MATH 445/545 Test 1 Spring 2016 MATH 445/545 Test Spring 06 Note the problems are separated into two sections a set for all students and an additional set for those taking the course at the 545 level. Please read and follow all of these

More information

MASTER OF ARTS (ECONOMICS) Term-End Examination June, 2010 MEC-003 : QUANTITATIVE TECHNIQUES SECTION - A

MASTER OF ARTS (ECONOMICS) Term-End Examination June, 2010 MEC-003 : QUANTITATIVE TECHNIQUES SECTION - A No. of Printed Pages : 12 M EC-003 MASTER OF ARTS (ECONOMICS) co O Term-End Examination June, 2010 MEC-003 : QUANTITATIVE TECHNIQUES Time : 3 hours Maximum Marks : 100 Note : Answer the questions from

More information

56:171 Operations Research Midterm Exam - October 26, 1989 Instructor: D.L. Bricker

56:171 Operations Research Midterm Exam - October 26, 1989 Instructor: D.L. Bricker 56:171 Operations Research Midterm Exam - October 26, 1989 Instructor: D.L. Bricker Answer all of Part One and two (of the four) problems of Part Two Problem: 1 2 3 4 5 6 7 8 TOTAL Possible: 16 12 20 10

More information

OF FIRE. No. of Printed Pages : 11 BSEI-025. DIPLOMA IN FIRE SAFETY Term-End Examination December, 2012 BSEI-025 : INTRODUCTION AND ANATOMY

OF FIRE. No. of Printed Pages : 11 BSEI-025. DIPLOMA IN FIRE SAFETY Term-End Examination December, 2012 BSEI-025 : INTRODUCTION AND ANATOMY No. of Printed Pages : 11 BSEI-025 DIPLOMA IN FIRE SAFETY Term-End Examination December, 2012 BSEI-025 : INTRODUCTION AND ANATOMY OF FIRE Time : 3 hours Maximum Marks : 100 Note : Q. 1 All parts are necessary

More information

Motivating examples Introduction to algorithms Simplex algorithm. On a particular example General algorithm. Duality An application to game theory

Motivating examples Introduction to algorithms Simplex algorithm. On a particular example General algorithm. Duality An application to game theory Instructor: Shengyu Zhang 1 LP Motivating examples Introduction to algorithms Simplex algorithm On a particular example General algorithm Duality An application to game theory 2 Example 1: profit maximization

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination June, 2017

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination June, 2017 No. of Printed Pages : 8 MTE-10 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination June, 2017 1 E- 27D ELECTIVE COURSE : MATHEMATICS MTE-10 : NUMERICAL ANALYSIS Time : 2 hours Maximum Marks : 50 (Weightage

More information

A L A BA M A L A W R E V IE W

A L A BA M A L A W R E V IE W A L A BA M A L A W R E V IE W Volume 52 Fall 2000 Number 1 B E F O R E D I S A B I L I T Y C I V I L R I G HT S : C I V I L W A R P E N S I O N S A N D TH E P O L I T I C S O F D I S A B I L I T Y I N

More information

TRANSPORTATION PROBLEMS

TRANSPORTATION PROBLEMS Chapter 6 TRANSPORTATION PROBLEMS 61 Transportation Model Transportation models deal with the determination of a minimum-cost plan for transporting a commodity from a number of sources to a number of destinations

More information

Bachelor s Degree Programme Operations Research (Valid from 1st January, 2012 to 30th November, 2012.)

Bachelor s Degree Programme Operations Research (Valid from 1st January, 2012 to 30th November, 2012.) AOR-01 ASSIGNMENT BOOKLET Bachelor s Degree Programme Operations Research (Valid from 1st January, 2012 to 30th November, 2012.) It is compulsory to submit the assignment before filling in the exam form.

More information

BACHELOR'S DEGREE PROGRAMME MTE-05 : ANALYTICAL GEOMETRY

BACHELOR'S DEGREE PROGRAMME MTE-05 : ANALYTICAL GEOMETRY CY3413S No. of Printed Pages : 11 ATTE-04/MTE-05 BACHELOR'S DEGREE PROGRAMME Instructions : MTE-04 : ELEMENTARY ALGEBRA MTE-05 : ANALYTICAL GEOMETRY 1. Students registered for both MTE-04 & MTE-05 courses

More information

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination -June, 2012 MATHEMATICS MTE-3 : MATHEMATICAL METHODS

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination -June, 2012 MATHEMATICS MTE-3 : MATHEMATICAL METHODS No. of Printed Pages : MTE-3 co cp BACHELOR OF SCIENCE (B.Sc.) Term-End Examination -June, 202 MATHEMATICS MTE-3 : MATHEMATICAL METHODS Time : 2 hours Maximum Marks : 50 Note : Question no. 7 is compulsory.

More information

UNIVERSITY of LIMERICK

UNIVERSITY of LIMERICK UNIVERSITY of LIMERICK OLLSCOIL LUIMNIGH Department of Mathematics & Statistics Faculty of Science and Engineering END OF SEMESTER ASSESSMENT PAPER MODULE CODE: MS4303 SEMESTER: Spring 2018 MODULE TITLE:

More information

Dec. 3rd Fall 2012 Dec. 31st Dec. 16th UVC International Jan 6th 2013 Dec. 22nd-Jan 6th VDP Cancun News

Dec. 3rd Fall 2012 Dec. 31st Dec. 16th UVC International Jan 6th 2013 Dec. 22nd-Jan 6th VDP Cancun News Fll 2012 C N P D V Lk Exii Aii Or Bifl Rr! Pri Dk W ri k fr r f rr. Ti iq fr ill fr r ri ir. Ii rlxi ill fl f ir rr r - i i ri r l ll! Or k i l rf fr r r i r x, ri ir i ir l. T i r r Cri r i l ill rr i

More information

Optimization 4. GAME THEORY

Optimization 4. GAME THEORY Optimization GAME THEORY DPK Easter Term Saddle points of two-person zero-sum games We consider a game with two players Player I can choose one of m strategies, indexed by i =,, m and Player II can choose

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2015 ELECTIVE COURSE : MATHEMATICS MTE-08 : DIFFERENTIAL EQUATIONS

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2015 ELECTIVE COURSE : MATHEMATICS MTE-08 : DIFFERENTIAL EQUATIONS No. of Printed Pages : 1 MTE-08 BACHELOR'S DEGREE PROGRAMME (BDP) DI -7E37 Term-End Examination December, 015 ELECTIVE COURSE : MATHEMATICS MTE-08 : DIFFERENTIAL EQUATIONS Time : hours Maximum Marks: 50

More information

rhtre PAID U.S. POSTAGE Can't attend? Pass this on to a friend. Cleveland, Ohio Permit No. 799 First Class

rhtre PAID U.S. POSTAGE Can't attend? Pass this on to a friend. Cleveland, Ohio Permit No. 799 First Class rhtr irt Cl.S. POSTAG PAD Cllnd, Ohi Prmit. 799 Cn't ttnd? P thi n t frind. \ ; n l *di: >.8 >,5 G *' >(n n c. if9$9$.jj V G. r.t 0 H: u ) ' r x * H > x > i M

More information

Solutions for Math 217 Assignment #3

Solutions for Math 217 Assignment #3 Solutions for Math 217 Assignment #3 (1) Which of the following sets in R n are open? Which are closed? Which are neither open nor closed? (a) {(x, y) R 2 : x 2 y 2 = 1}. (b) {(x, y, z) R 3 : 0 < x + y

More information

Bachelor's Preparatory Programme (B.P.P.) (For Non 10+2) Term-End Examination December, 2016

Bachelor's Preparatory Programme (B.P.P.) (For Non 10+2) Term-End Examination December, 2016 No of Printed Pages : 0 OMT-0(S) Bachelor's Preparatory Programme (B.P.P.) (For Non 0+) Term-End Examination December, 06 OMT- 0(S) : Preparatory Course in General Mathematics (Revised) Time hours Maximum

More information

LINEAR PROGRAMMING BASIC CONCEPTS AND FORMULA

LINEAR PROGRAMMING BASIC CONCEPTS AND FORMULA CHAPTER 11 LINEAR PROGRAMMING Basic Concepts 1. Linear Programming BASIC CONCEPTS AND FORMULA Linear programming is a mathematical technique for determining the optimal allocation of re- sources nd achieving

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination June, 2016 ELECTIVE COURSE : MATHEMATICS MTE-1 3 : DISCRETE MATHEMATICS

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination June, 2016 ELECTIVE COURSE : MATHEMATICS MTE-1 3 : DISCRETE MATHEMATICS No. of Printed Pages : 8 I MTE-13 n -1:CF;7 BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination June, 2016 ELECTIVE COURSE : MATHEMATICS MTE-1 3 : DISCRETE MATHEMATICS Time : 2 hours Maximum Marks :

More information

Trade Patterns, Production networks, and Trade and employment in the Asia-US region

Trade Patterns, Production networks, and Trade and employment in the Asia-US region Trade Patterns, Production networks, and Trade and employment in the Asia-U region atoshi Inomata Institute of Developing Economies ETRO Development of cross-national production linkages, 1985-2005 1985

More information

UNIT-4 Chapter6 Linear Programming

UNIT-4 Chapter6 Linear Programming UNIT-4 Chapter6 Linear Programming Linear Programming 6.1 Introduction Operations Research is a scientific approach to problem solving for executive management. It came into existence in England during

More information

OPERATIONS RESEARCH. Michał Kulej. Business Information Systems

OPERATIONS RESEARCH. Michał Kulej. Business Information Systems OPERATIONS RESEARCH Michał Kulej Business Information Systems The development of the potential and academic programmes of Wrocław University of Technology Project co-financed by European Union within European

More information

15-780: LinearProgramming

15-780: LinearProgramming 15-780: LinearProgramming J. Zico Kolter February 1-3, 2016 1 Outline Introduction Some linear algebra review Linear programming Simplex algorithm Duality and dual simplex 2 Outline Introduction Some linear

More information

BACHELOR OF SCIENCE (B.Sc.)

BACHELOR OF SCIENCE (B.Sc.) No. of Printed Pages : 8 CD (\I BACHELOR OF SCIENCE (B.Sc.) Term-End Examination CD CD December, 2012 PHYSICS PHE-15 : ASTRONOMY AND ASTROPHYSICS PHE-15 Time : 2 hours Maximum Marks : 50 Note : Attempt

More information

B.Sc. Examination December, 2015 CHE-01 : ATOMS AND MOLECULES AND CHE-02 : INORGANIC CHEMISTRY

B.Sc. Examination December, 2015 CHE-01 : ATOMS AND MOLECULES AND CHE-02 : INORGANIC CHEMISTRY 1:7173LF.ii2 No. of Printed Pages : 21 B.Sc. Examination December, 2015 CHE-01 : ATOMS AND MOLECULES AND CHE-02 : INORGANIC CHEMISTRY CHE-01/02 I Instructions : (i) Students registered for both CHE-0 1

More information

Lecture 8: Column Generation

Lecture 8: Column Generation Lecture 8: Column Generation (3 units) Outline Cutting stock problem Classical IP formulation Set covering formulation Column generation A dual perspective Vehicle routing problem 1 / 33 Cutting stock

More information

Answer the following questions: Q1: Choose the correct answer ( 20 Points ):

Answer the following questions: Q1: Choose the correct answer ( 20 Points ): Benha University Final Exam. (ختلفات) Class: 2 rd Year Students Subject: Operations Research Faculty of Computers & Informatics Date: - / 5 / 2017 Time: 3 hours Examiner: Dr. El-Sayed Badr Answer the following

More information

O CHE-1 : ATOMS AND MOLECULES

O CHE-1 : ATOMS AND MOLECULES CHE-1 I BACHELOR OF SCIENCE (B.Sc.) O Term-End Examination December, 2009 00 CHEMISTRY. O CHE-1 : ATOMS AND MOLECULES Time : 1 hour Maximum Marks : 25 Note : Answer all the five questions. Instructions

More information

National Parks and Wildlife Service

National Parks and Wildlife Service I - til rk Willif i ti jti ri llitrly rl J Vi f til rk Willif i, rtt f ltr, Hrit t Gltt, ly l, li, Irl. W www.w.i -il tr.ti@..i itti W () ti jti llitrly rl. Vi. til rk Willif i, rtt f ltr, Hrit t Gltt.

More information

F 1 F 2 Daily Requirement Cost N N N

F 1 F 2 Daily Requirement Cost N N N Chapter 5 DUALITY 5. The Dual Problems Every linear programming problem has associated with it another linear programming problem and that the two problems have such a close relationship that whenever

More information

Operations Research: Introduction. Concept of a Model

Operations Research: Introduction. Concept of a Model Origin and Development Features Operations Research: Introduction Term or coined in 1940 by Meclosky & Trefthan in U.K. came into existence during World War II for military projects for solving strategic

More information

Sensitivity Analysis

Sensitivity Analysis Dr. Maddah ENMG 500 /9/07 Sensitivity Analysis Changes in the RHS (b) Consider an optimal LP solution. Suppose that the original RHS (b) is changed from b 0 to b new. In the following, we study the affect

More information

Decision Mathematics D2 Advanced/Advanced Subsidiary. Monday 1 June 2009 Morning Time: 1 hour 30 minutes

Decision Mathematics D2 Advanced/Advanced Subsidiary. Monday 1 June 2009 Morning Time: 1 hour 30 minutes Paper Reference(s) 6690/01 Edexcel GCE Decision Mathematics D2 Advanced/Advanced Subsidiary Monday 1 June 2009 Morning Time: 1 hour 30 minutes Materials required for examination Nil Items included with

More information

Dr. S. Bourazza Math-473 Jazan University Department of Mathematics

Dr. S. Bourazza Math-473 Jazan University Department of Mathematics Dr. Said Bourazza Department of Mathematics Jazan University 1 P a g e Contents: Chapter 0: Modelization 3 Chapter1: Graphical Methods 7 Chapter2: Simplex method 13 Chapter3: Duality 36 Chapter4: Transportation

More information

THE UNIVERSITY OF HONG KONG DEPARTMENT OF MATHEMATICS. Operations Research I

THE UNIVERSITY OF HONG KONG DEPARTMENT OF MATHEMATICS. Operations Research I LN/MATH2901/CKC/MS/2008-09 THE UNIVERSITY OF HONG KONG DEPARTMENT OF MATHEMATICS Operations Research I Definition (Linear Programming) A linear programming (LP) problem is characterized by linear functions

More information

Exhibit 2-9/30/15 Invoice Filing Page 1841 of Page 3660 Docket No

Exhibit 2-9/30/15 Invoice Filing Page 1841 of Page 3660 Docket No xhibit 2-9/3/15 Invie Filing Pge 1841 f Pge 366 Dket. 44498 F u v 7? u ' 1 L ffi s xs L. s 91 S'.e q ; t w W yn S. s t = p '1 F? 5! 4 ` p V -', {} f6 3 j v > ; gl. li -. " F LL tfi = g us J 3 y 4 @" V)

More information

Optimization - Examples Sheet 1

Optimization - Examples Sheet 1 Easter 0 YMS Optimization - Examples Sheet. Show how to solve the problem min n i= (a i + x i ) subject to where a i > 0, i =,..., n and b > 0. n x i = b, i= x i 0 (i =,...,n). Minimize each of the following

More information

A Fuzzy Inventory Model. Without Shortages Using. Triangular Fuzzy Number

A Fuzzy Inventory Model. Without Shortages Using. Triangular Fuzzy Number Chapter 3 A Fuzzy Inventory Model Without Shortages Using Triangular Fuzzy Number 3.1 Introduction In this chapter, an inventory model without shortages has been considered in a fuzzy environment. Triangular

More information

Introduction to Mathematical Programming

Introduction to Mathematical Programming Introduction to Mathematical Programming Ming Zhong Lecture 22 October 22, 2018 Ming Zhong (JHU) AMS Fall 2018 1 / 16 Table of Contents 1 The Simplex Method, Part II Ming Zhong (JHU) AMS Fall 2018 2 /

More information

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 2013

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 2013 No. of Printed Pages : 8 CHE-6 cr) CD BACHELOR OF SCIENCE (B.Sc.) Term-End Examination December, 213 CHEMISTRY CHE-6 : ORGANIC REACTION MECHANISM Time : 2 hours Maximum Marks : 5 Note : Attempt any five

More information

1 Introduction JARRETT WALKER + ASSOCIATES. SEPTA Philadelphia Bus Network Choices Report

1 Introduction JARRETT WALKER + ASSOCIATES. SEPTA Philadelphia Bus Network Choices Report Ici AETT AE + AIATE Ppi N ic p i ic p? Ti p i ii pfc f b ii i f Ppi, i c f i i ic p,. T f i p i pi bc f fc ii c pi ici ff i b. T p i c ic p bc i cic ci. If f i ic iip, i f i ppc c b, i i p., iip i f i,

More information

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination June, 2015

BACHELOR OF SCIENCE (B.Sc.) Term-End Examination June, 2015 No. of Printed Pages : 12 CHE-05 BACHELOR OF SCIENCE (B.Sc.) Term-End Examination June, 2015 CHEMISTRY CHE-05 : ORGANIC CHEMISTRY Time : 2 hours Maximum Marks : 50 Note : Attempt all the four questions.

More information

P a g e 5 1 of R e p o r t P B 4 / 0 9

P a g e 5 1 of R e p o r t P B 4 / 0 9 P a g e 5 1 of R e p o r t P B 4 / 0 9 J A R T a l s o c o n c l u d e d t h a t a l t h o u g h t h e i n t e n t o f N e l s o n s r e h a b i l i t a t i o n p l a n i s t o e n h a n c e c o n n e

More information

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2015 (APPLICATION ORIENTED COURSE) AOR-01 : OPERATIONS RESEARCH

BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2015 (APPLICATION ORIENTED COURSE) AOR-01 : OPERATIONS RESEARCH 01592 No. of Printed Pages : 16 I AOR-01 I BACHELOR'S DEGREE PROGRAMME (BDP) Term-End Examination December, 2015 (APPLICATION ORIENTED COURSE) AOR-01 : OPERATIONS RESEARCH Time : 2 hours Maximum Marks

More information

A/P Warrants. June 15, To Approve. To Ratify. Authorize the City Manager to approve such expenditures as are legally due and

A/P Warrants. June 15, To Approve. To Ratify. Authorize the City Manager to approve such expenditures as are legally due and T. 7 TY LS ALATS A/P rrnts June 5, 5 Pges: To Approve - 5 89, 54.3 A/P rrnts 6/ 5/ 5 Subtotl $ 89, 54. 3 To Rtify Pges: 6-, 34. 98 Advnce rrnts 5/ 6/ 5-4 3, 659. 94 Advnce rrnts 6/ / 5 4, 7. 69 June Retirees

More information

BPHE-101/PHE-01/PHE-02 BACHELOR OF SCIENCE (B.Sc.) Term-End Examination, December, 2015 PHYSICS BPHE-101/PHE-01 : ELEMENTARY MECHANICS

BPHE-101/PHE-01/PHE-02 BACHELOR OF SCIENCE (B.Sc.) Term-End Examination, December, 2015 PHYSICS BPHE-101/PHE-01 : ELEMENTARY MECHANICS 02534 No. of Printed Pages : 15 BPHE-101/PHE-01/PHE-02 BACHELOR OF SCIENCE (B.Sc.) Term-End Examination, December, 2015 PHYSICS BPHE-101/PHE-01 : ELEMENTARY MECHANICS PHE-02 : OSCILLATIONS AND WAVES Instructions

More information

MASTER OF ARTS (ECONOMICS) Term-End Examination December, 2012 MECE-001 : ECONOMETRIC METHODS

MASTER OF ARTS (ECONOMICS) Term-End Examination December, 2012 MECE-001 : ECONOMETRIC METHODS No. of Printed Pages : 11 MECE-001 pr MASTER OF ARTS (ECONOMICS) Term-End Examination December, 2012 MECE-001 : ECONOMETRIC METHODS Time : 3 hours Maximum Marks : 100 Note : Answer any two questions from

More information

qfu fiqrqrot sqr*lrq \rq rrrq frmrs rrwtrq, *Ea qqft-{ f,er ofrq qyfl-{ wtrd u'unflq * *,rqrrd drsq GrrR fr;t - oslogllotsfierft

qfu fiqrqrot sqr*lrq \rq rrrq frmrs rrwtrq, *Ea qqft-{ f,er ofrq qyfl-{ wtrd u'unflq * *,rqrrd drsq GrrR fr;t - oslogllotsfierft fqqt q*q q q fm wtq qyf T mcq fgmf -* : 13/ y j f;t - gfef qfu qq qf fuq q fu *{eq quznq {'q qq fu" {H cc{f cm Tc[ c; qr{ qqem q"tq qf f+** e* qfq * qqf-{ fe fq qyf{ w u'unfq * *qr q GR fq?cq qf fft R'

More information

35H MPa Hydraulic Cylinder 3.5 MPa Hydraulic Cylinder 35H-3

35H MPa Hydraulic Cylinder 3.5 MPa Hydraulic Cylinder 35H-3 - - - - ff ff - - - - - - B B BB f f f f f f f 6 96 f f f f f f f 6 f LF LZ f 6 MM f 9 P D RR DD M6 M6 M6 M. M. M. M. M. SL. E 6 6 9 ZB Z EE RC/ RC/ RC/ RC/ RC/ ZM 6 F FP 6 K KK M. M. M. M. M M M M f f

More information

Another max flow application: baseball

Another max flow application: baseball CS124 Lecture 16 Spring 2018 Another max flow application: baseball Suppose there are n baseball teams, and team 1 is our favorite. It is the middle of baseball season, and some games have been played

More information

Lecture 8: Column Generation

Lecture 8: Column Generation Lecture 8: Column Generation (3 units) Outline Cutting stock problem Classical IP formulation Set covering formulation Column generation A dual perspective 1 / 24 Cutting stock problem 2 / 24 Problem description

More information

Fundamentals of Operations Research. Prof. G. Srinivasan. Indian Institute of Technology Madras. Lecture No. # 15

Fundamentals of Operations Research. Prof. G. Srinivasan. Indian Institute of Technology Madras. Lecture No. # 15 Fundamentals of Operations Research Prof. G. Srinivasan Indian Institute of Technology Madras Lecture No. # 15 Transportation Problem - Other Issues Assignment Problem - Introduction In the last lecture

More information

AM 121 Introduction to Optimization: Models and Methods Example Questions for Midterm 1

AM 121 Introduction to Optimization: Models and Methods Example Questions for Midterm 1 AM 121 Introduction to Optimization: Models and Methods Example Questions for Midterm 1 Prof. Yiling Chen Fall 2018 Here are some practice questions to help to prepare for the midterm. The midterm will

More information

Supplementary Information

Supplementary Information If f - - x R f z (F ) w () () f F >, f E jj E, V G >, G >, E G,, f ff f FILY f jj ff LO_ N_ j:rer_ N_ Y_ fg LO_; LO_ N_; N_ j:rer_; j:rer_ N_ Y_ f LO_ N_ j:rer_; j:rer_; N_ j:rer_ Y_ fn LO_ N_ - N_ Y_

More information

/3 4 1/2. x ij. p ij

/3 4 1/2. x ij. p ij CSE 87 QM 72N Network Flows: Generalized Networks Slide Slide 2 Generalized Networks ffl An expansion of the pure network model ffl Multipliers or divisors on the flow of an arc modulate level of flow

More information

o ri fr \ jr~ ^: *^ vlj o^ f?: ** s;: 2 * i i H-: 2 ~ " ^ o ^ * n 9 C"r * ^, ' 1 ^5' , > ^ t g- S T ^ r. L o n * * S* * w 3 ** ~ 4O O.

o ri fr \ jr~ ^: *^ vlj o^ f?: ** s;: 2 * i i H-: 2 ~  ^ o ^ * n 9 Cr * ^, ' 1 ^5' , > ^ t g- S T ^ r. L o n * * S* * w 3 ** ~ 4O O. THE PENALTY FR MAKING A FALSE STATEMENT IN THIS REPRT AND/R CERTIFICATE IS S5. R SIX MNTHS IMPRISNMENT R BTH "D "? y. " cr TJ Xl^ " Q. rt 5' "g s r ^.. C i :? S :.. y ' : s s ^ST (X. I ^^ ^ ^ S : t ^ :

More information

II. Analysis of Linear Programming Solutions

II. Analysis of Linear Programming Solutions Optimization Methods Draft of August 26, 2005 II. Analysis of Linear Programming Solutions Robert Fourer Department of Industrial Engineering and Management Sciences Northwestern University Evanston, Illinois

More information

Introduction to Linear Programming (LP) Mathematical Programming (MP) Concept

Introduction to Linear Programming (LP) Mathematical Programming (MP) Concept Introduction to Linear Programming (LP) 1. Mathematical Programming Concept 2. LP Concept 3. Standard Form 4. Assumptions 5. Consequences of Assumptions 6. Solution Approach 7. Solution Methods 8. Typical

More information

Duality. Geoff Gordon & Ryan Tibshirani Optimization /

Duality. Geoff Gordon & Ryan Tibshirani Optimization / Duality Geoff Gordon & Ryan Tibshirani Optimization 10-725 / 36-725 1 Duality in linear programs Suppose we want to find lower bound on the optimal value in our convex problem, B min x C f(x) E.g., consider

More information

ORF307 Optimization Practice Midterm 1

ORF307 Optimization Practice Midterm 1 Princeton University Department of Operations Research and inaocial Engineering OR307 Optimization Practice Midterm 1 Closed book. No computers. Calculators allowed (but not needed). You are permined to

More information