Computer Systems Organization. Plan for Today

Size: px
Start display at page:

Download "Computer Systems Organization. Plan for Today"

Transcription

1 Computer Systems Organization "!#%$&(' *),+-/ $& Plan for Today 1

2 ! ILP Limit Study #"%$'&)('*+-,.&/ 0 1+-*2 435&)$'768&9,:+<;=?>8&.* &:>@7ABAC&ED(<AF+< HG G +@ JIK('*+L68&)('&:*2M +-* IN;',:& OQPRTS9UWVX URTUYX2VTR[ZYX0\ O^] _`S9a0\bcV_ OQPUYXed b`vtagfrh_/zjix7k l`k m]4_`s9a0\bcv_on@p4qsrct vun&` wy;'&.* xh yz{&/ G?+<;=} O~ _ QS)b/d2ƒ < jx :R\ fˆ\ =i[š ZYŒ ƒwa fžrh\{zwx0x0œ`xeœfˆ_ X EUWV_`R[fŽRTf?t Methodology {. e v Wšœ Y žÿ š ˆ L Y Wž ). Ž Ž. : = žh ˆ g 4š =š v ª e «Y L e E ˆš ' ž' ˆ L Y = 4š 0 W o±7²9³ žh ˆ e =šµ Ž % / WžžH E L Y Y ž. Ž Ž. : = 2

3 Ideal Processor!#"%$'& (*) +,-. /! #!, :; 2 <8 =>:?A@B2DC EGFHEIC5? EGFKJML-NON?;DP QR)TS+!UVXW Ÿ ZV[Z! 0 \CV2D; 696CV2*N]4=>?^N]2D_`LD:aPN]47bcN^deP f>?g:; 67_9.:; _C??g:_9h47d i )kj WXWl Ÿ. [.! 0 F3474=D?[N]2D_L 9gN?nm :9gPN?:om<:P[P:;p_C5?A?n:_94 d qr)t&c r 5 o s R[tuŸ Z vlh,d [Z R! 0 ẅ CDN%;>P_aN]2 =D:o8xCVye:; =:aznc?:knop9.c?:hf>?acvya6;5:;+9l-n9{9l>:kn%;;5?g:ap[p:apn%?: 2>C9-9L>:cP[N]8x: ) "!Ur]!l 5 }g >),) ~r!u[z R!l {!~{ s V # %tv{ Ideal Processor Attributes ƒ ˆ ŠŒ5 už oš Ž GŽl M Žl HŽH #ˆ šš œ Œ- ˆ[ˆŽlˆ D Ÿž { p *Ä gª«g p { # ' / ā 3 c ' { p - p ' - p R± ³² { p µ ^ > K ' ' g ` `ç K { # ' { p - p ' - p R± ƒº¹» x Ÿ K M *ŠŒ5 u UŠB ¼ ½ o l ¾Ž xžh Š5ŽÀ ÁŠÂ Ž p lˆž 3Ê5ŽlŒG šš5 Ä Œ ŽH ŽH HŽH ¼ ŒÀŽl xžh Š5Ž3 3

4 ILP on Ideal Processor Experimental Method! "# $! &%'!( )"%*,+-. /+- 021$!,+&3456$%7%89:; 91< +& /*=", ?> #@A/+ B,!,+&34'C/D"E, &F* $ $GIHJ &K L+6, -%* "GM -%'/N &6 OGIHP/Q, ; :, R%8&: %" S T %8 +?4 -U2G%7GVGM #W L X)Y[Z\C/+9GM+S "G9! &% 4

5 Achieving Ideal Speculation! #"$% &('!*)+, &!-.,%. / 0'%12&2 +%%. 435,678:99+<;=>?( :9@ ;A%B"A:CAD><E2. $FHG53I FHGJF K?!LNM 435OP -9E Q,82&2,?R &!(' S6T6U ; 435OP -9E 6767 %C#,&2!? V + -EW2XŸ'N,%. :9Z2 + Limited Instruction Window [ \]_^Q]_`2acbcd=e!]fe!bcǸgh]id=jN`>kmlnac`>]po!dqj `>orb st]id=eo:suowvzj%]ix<gzyz{ st n]pac 8]fj dqor}fo!do~g(k2bck%w]i`>k%bck> c [ ƒ]_dqe?o:suj%]_x gre?gcǹgckm^q]_dqg j ˆ Š, Œf ŠŽ SŒi i ( c = % = iœ_ š œœ_ - š < mž Ÿ Žš < <! c < ( *, m f ( :! < % š % * Š š? c % < š % š - % % m c š c 2 mª «t + ±*² ±³ f m _µ i ¹i _º»c² ¼º _ºš f! f ²,ṕ², ¹ ¹ ½ Š± ¹ ¹iµ f¾ ÀJÁ?Á!Â_Ã>ÂfÄOÅnÆcÇ?È>ÆšÉcÃNÄOÊË ÇiÂiÌ8ÂiÃ-ÂiÅqËÃ>ÊNÍnÉcÃ>ÂpÄ!ÅQÂpËËmÍnÎ Ï ²š±Ð<µ Ñ Ò<Ó¹i m pµ%ò Ôm½» Õ!Õ_²šÒ<Ô _ i»cò: ¹c² Òš i Öwµ%¼ f pµ%?õp ¹ µz <»š Öwµ µ pø m _ i»cò m i i»(ò:ó» Õ:²šÒš i <Ù(²šµN²<µ Öwµ p iô _ i»(ò:?»(òð > >Ò<Ô%º:ÚP¹i» mó Ú p»š µ= f >ṕ²<µ µs Ôm¹i»šÔÛ ˆÜw»c±± i <¹ ± i Ý m _ i»cò, 5

6 Effect of Reduced Window Size Effect of Reduced Window Size 6

7 Effect of Reduced Window Size! #"$&%'! () +*, )-./01)2* * ;: <>=? UWOTC1XBAJIKC_=`ADZbaOcQdF`efXBF\Qga hi /: Kj /lk Realistic Control Speculation }~` 9ƒ4 1 ƒ4 ˆ6 1ƒ4 ]Š4 Œ6 &Š4 6Ž ƒ4 ; Vˆ 9 + g ) 1 9 Œ+Šš 9 6 œž Š Œ6 & ŸY8 _ p 6ª «T«c ; R B ± 1 _ 1 ; / ²gªš³{ ²T B ²ž! ;«T µ³{ ²! & } 6 ] 6 4 2¹)ƒ4 µ & 4 1 ƒ4 9»ºž Ÿ(¼ ²g«p 1 ŸY 4 ½²p \ _ 1 ; ;±½²T zª4 R ² ¾. À ÁTÁRÂ9à Ä!Å Æ ÇÈKÄpÇšÉ]ÇÊÀzÇÊËRÌ ÀÁTÁRÂ9à Ä!Å Æ ÇPÈÍ1Ë Î Æ Å ÏÊÁRÂ É Æ Ì Å À ÁgÐÏ Ã ÑšÐuÐTÂ!à Â&Ì9ŵÀPÁ Ò>Ó ÔTÕ Ö½ ;Õ&Ø! Ù Ö½Ú4Ö;ÛTÜÚØgØ!Ý1Þ Õ Ôµß Ö àá`â4ûcã ß Ô;ä;ØgÝ1 4ß ÜÔRÚ Ø Ò>Ó ÔTÕ Ôµß ÜBÙ ä½ø!ú½åcß Þ ÝÛRã\Õ1æ!Ý á Ò(çÚ4Ö;ÝBÙ ä Õ&Ø9Õ Þ Þ Ý Þ ß æpèéþ ß è2ß ÔRÝ BÔRÚ2êß Ôµë ß ÖÜ1ì ØgØ!Ý1Ö;Ô;ã\Õ1æpß Üã Þ ÚÜ1íPá î ïñðóò]ô õö4 µø!ù7ú ðûkü ý þ òûô ÿý 4ø&ô ÿ 8û ö õ ]ôþ 6ú&ð+û6õ]þô4ôšõ òö4û1ö4 Rô4 µýcþ ü 7

8 Branch Predictor Accuracy Effect of Realistic Branch Prediction 8

9 Effect of Realistic Branch Prediction Realistic Branch Prediction!" $#%&'()*(,+.-0/21 3-), 4 56()7' 89$ :;: 8$.<%= > $?=@<, 7 ) $A) 3BC : > )ED FG : > H*,Ï > $65 : F JK LNMPORQSTUMWV J.XLZYMPORQS\[9]_^E`;a@bO*cdS'MQe^fSO;a*SgM:chTjiPQkRSlV 9

10 Finite Renaming Registers! "$#%&('*),+%.-& /102.+#% 3+ EDF'G 9HIJHLK,MN +O#PQR +#%STMI90,UV'W G XUP' /1 "!0Y /102.+A#%1 /+ Effect of Finite Renaming Registers 10

11 Effect of Finite Renaming Registers Finite Registers! #"$%&"&(')+*,-*/ $289 :; < :01=?>+@A 1=B% A1!0 3C?EDCFHGI4HJKL : Q3 11

12 Realistic Memory Disambiguation "! #%$&(') * +#,.- /0 & :9<;>=@?A;CB@DFE A*GIH<JK*LNM KOGPE QRTS@KOA;TRTUVK*SWDFE AIE7RTGXJLY=Z[LYA*\ AP]A+;_^.DYR`D)abK*AIJcLYKVM K*LFKP]GOKdDeA*LYK"AdD DYfg\cK*S0E =5G*=@] M`;TRTGPEh 8jik] DFJK*GIE7RT=@] QAlDFRm\5J@;>K*LYn#LFK*A;TRTUVAP?@;>K"G*=@\5JoRp;>K*L E K*GIbo]oRTq.fKr;TRm\5RmE K*S0E =srm] DYJKOGPE7Rm]@Zt?AdDuK%LYK+ZvR`DFE KVLkDwAP]S G*=@] DFE AP]oEx=yMYMFDNKIEYD 8{zc=@]K Q.A;m; LYKVM KOLYKP]GOKdDeA*LFK%AdD D f@\k*s0e =5G*=@] MC;TRGIE Effect of Realistic Alias Analysis 12

13 Effect of Realistic Alias Analysis Realizable Alias Analysis! #"%$&'! ( )* + +,.-/0 %! " !7 98:( %$; '"#'< *$= % )3>7'?A@&BDCFEHGJIBDKLBDKK)M=NPO=O'QSR:O;TUVNC6IQ1W:B6M=NDKYX[Z\TEHB6G\G#]_^D`abc]deDf O;TgIhM=NDO?ji<EVN<khR0QlU:N6MI:mM=NPmgN6M=N*kCDNDO'TEnB6T5C6B6kSUN<B6k:B6GporqrNPKSN6BDCFE CFGsI:CFtuCvoC6GJN?ji<EVNYBQwI)Rk:T5I:mxGsIBDKny#O2TgI)M2NzUR:mgmgNFM;Z{k uknftgn*m;qhz\kvndo'ei+x}m,b6mb GJIBDKny#O;TgIhM2NYZ{kO~TMgR:C6TZJI)kCFB6kSU:NYQHI) 0NPK 13

14 ILP for Realizable Processors "!$#%!& '()*+,!* -./0 1!32/(4(!& 567&8( 9: ;=<>3? BITLPFSefFUBIPgAhFT'E6F/B`7?VGIP4JF jjlf `$BE6BIT6`$BT6G&B[E6F/B&`?VGIPJLF ;=<>}\`$`7?QPS?VJ$T6\vH7qldSE^\IT6`~jdSE^FUBIT6\I]'?QT$qFUB q? ILP on Hypothetical Processor 14

15 ILP on Hypothetical Processor Realizable Processor! #"$!&%'(&)*&+, :&H>:<b3476 %f)!g B"h g? f-% 15

16 Current High-Performance Processors MicroProcessor. Date MHz Window size Renaming registers Issue Rate: max/mem/int/ FP/branch MIPS R /32 4/1/2/2/1 UltraSPARC III N.A. None 4/1/4/3/1 Pentium III Total: 40 3/2/2/1/1 Pentium Total: 128 3/2/3/2/1 HP PA Total: 56 4/2/2/2/1 ALPHA 21264B /41 4/2/4/2/1 PowerPC 7400 (G4) /6 3/1/2/1/1 AMD Athlon /36 3/2/3/3/1 IBM Power3-II /24 4/2/2/2/2 Assignment "!$#&%'%)(* +-,/ :9<;>=@?-AB=@;<5C9EDF7@;EDFG=@76?HIJGLK7@=NMO;<ACPQAB= R =@?S;<7NM@M@?S=NM>TUIWV9LD<5$ABXBYIZ?-5[9 ]\_^` ^WaCbc edgfih1jwkllnm@jwk j 16

LA PRISE DE CALAIS. çoys, çoys, har - dis. çoys, dis. tons, mantz, tons, Gas. c est. à ce. C est à ce. coup, c est à ce

LA PRISE DE CALAIS. çoys, çoys, har - dis. çoys, dis. tons, mantz, tons, Gas. c est. à ce. C est à ce. coup, c est à ce > ƒ? @ Z [ \ _ ' µ `. l 1 2 3 z Æ Ñ 6 = Ð l sl (~131 1606) rn % & +, l r s s, r 7 nr ss r r s s s, r s, r! " # $ s s ( ) r * s, / 0 s, r 4 r r 9;: < 10 r mnz, rz, r ns, 1 s ; j;k ns, q r s { } ~ l r mnz,

More information

! " # $! % & '! , ) ( + - (. ) ( ) * + / 0 1 2 3 0 / 4 5 / 6 0 ; 8 7 < = 7 > 8 7 8 9 : Œ Š ž P P h ˆ Š ˆ Œ ˆ Š ˆ Ž Ž Ý Ü Ý Ü Ý Ž Ý ê ç è ± ¹ ¼ ¹ ä ± ¹ w ç ¹ è ¼ è Œ ¹ ± ¹ è ¹ è ä ç w ¹ ã ¼ ¹ ä ¹ ¼ ¹ ±

More information

General Neoclassical Closure Theory: Diagonalizing the Drift Kinetic Operator

General Neoclassical Closure Theory: Diagonalizing the Drift Kinetic Operator General Neoclassical Closure Theory: Diagonalizing the Drift Kinetic Operator E. D. Held eheld@cc.usu.edu Utah State University General Neoclassical Closure Theory:Diagonalizing the Drift Kinetic Operator

More information

Framework for functional tree simulation applied to 'golden delicious' apple trees

Framework for functional tree simulation applied to 'golden delicious' apple trees Purdue University Purdue e-pubs Open Access Theses Theses and Dissertations Spring 2015 Framework for functional tree simulation applied to 'golden delicious' apple trees Marek Fiser Purdue University

More information

ALTER TABLE Employee ADD ( Mname VARCHAR2(20), Birthday DATE );

ALTER TABLE Employee ADD ( Mname VARCHAR2(20), Birthday DATE ); !! "# $ % & '( ) # * +, - # $ "# $ % & '( ) # *.! / 0 "# "1 "& # 2 3 & 4 4 "# $ % & '( ) # *!! "# $ % & # * 1 3 - "# 1 * #! ) & 3 / 5 6 7 8 9 ALTER ; ? @ A B C D E F G H I A = @ A J > K L ; ?

More information

" #$ P UTS W U X [ZY \ Z _ `a \ dfe ih j mlk n p q sr t u s q e ps s t x q s y i_z { U U z W } y ~ y x t i e l US T { d ƒ ƒ ƒ j s q e uˆ ps i ˆ p q y

 #$ P UTS W U X [ZY \ Z _ `a \ dfe ih j mlk n p q sr t u s q e ps s t x q s y i_z { U U z W } y ~ y x t i e l US T { d ƒ ƒ ƒ j s q e uˆ ps i ˆ p q y " #$ +. 0. + 4 6 4 : + 4 ; 6 4 < = =@ = = =@ = =@ " #$ P UTS W U X [ZY \ Z _ `a \ dfe ih j mlk n p q sr t u s q e ps s t x q s y i_z { U U z W } y ~ y x t i e l US T { d ƒ ƒ ƒ j s q e uˆ ps i ˆ p q y h

More information

An Example file... log.txt

An Example file... log.txt # ' ' Start of fie & %$ " 1 - : 5? ;., B - ( * * B - ( * * F I / 0. )- +, * ( ) 8 8 7 /. 6 )- +, 5 5 3 2( 7 7 +, 6 6 9( 3 5( ) 7-0 +, => - +< ( ) )- +, 7 / +, 5 9 (. 6 )- 0 * D>. C )- +, (A :, C 0 )- +,

More information

Obtain from theory/experiment a value for the absorbtion cross-section. Calculate the number of atoms/ions/molecules giving rise to the line.

Obtain from theory/experiment a value for the absorbtion cross-section. Calculate the number of atoms/ions/molecules giving rise to the line. Line Emission Observations of spectral lines offer the possibility of determining a wealth of information about an astronomical source. A usual plan of attack is :- Identify the line. Obtain from theory/experiment

More information

Vectors. Teaching Learning Point. Ç, where OP. l m n

Vectors. Teaching Learning Point. Ç, where OP. l m n Vectors 9 Teaching Learning Point l A quantity that has magnitude as well as direction is called is called a vector. l A directed line segment represents a vector and is denoted y AB Å or a Æ. l Position

More information

$%! & (, -3 / 0 4, 5 6/ 6 +7, 6 8 9/ 5 :/ 5 A BDC EF G H I EJ KL N G H I. ] ^ _ ` _ ^ a b=c o e f p a q i h f i a j k e i l _ ^ m=c n ^

$%! & (, -3 / 0 4, 5 6/ 6 +7, 6 8 9/ 5 :/ 5 A BDC EF G H I EJ KL N G H I. ] ^ _ ` _ ^ a b=c o e f p a q i h f i a j k e i l _ ^ m=c n ^ ! #" $%! & ' ( ) ) (, -. / ( 0 1#2 ' ( ) ) (, -3 / 0 4, 5 6/ 6 7, 6 8 9/ 5 :/ 5 ;=? @ A BDC EF G H I EJ KL M @C N G H I OPQ ;=R F L EI E G H A S T U S V@C N G H IDW G Q G XYU Z A [ H R C \ G ] ^ _ `

More information

Optimal Control of PDEs

Optimal Control of PDEs Optimal Control of PDEs Suzanne Lenhart University of Tennessee, Knoville Department of Mathematics Lecture1 p.1/36 Outline 1. Idea of diffusion PDE 2. Motivating Eample 3. Big picture of optimal control

More information

Loop parallelization using compiler analysis

Loop parallelization using compiler analysis Loop parallelization using compiler analysis Which of these loops is parallel? How can we determine this automatically using compiler analysis? Organization of a Modern Compiler Source Program Front-end

More information

ETIKA V PROFESII PSYCHOLÓGA

ETIKA V PROFESII PSYCHOLÓGA P r a ž s k á v y s o k á š k o l a p s y c h o s o c i á l n í c h s t u d i í ETIKA V PROFESII PSYCHOLÓGA N a t á l i a S l o b o d n í k o v á v e d ú c i p r á c e : P h D r. M a r t i n S t r o u

More information

Planning for Reactive Behaviors in Hide and Seek

Planning for Reactive Behaviors in Hide and Seek University of Pennsylvania ScholarlyCommons Center for Human Modeling and Simulation Department of Computer & Information Science May 1995 Planning for Reactive Behaviors in Hide and Seek Michael B. Moore

More information

Examination paper for TFY4240 Electromagnetic theory

Examination paper for TFY4240 Electromagnetic theory Department of Physics Examination paper for TFY4240 Electromagnetic theory Academic contact during examination: Associate Professor John Ove Fjærestad Phone: 97 94 00 36 Examination date: 16 December 2015

More information

OC330C. Wiring Diagram. Recommended PKH- P35 / P50 GALH PKA- RP35 / RP50. Remarks (Drawing No.) No. Parts No. Parts Name Specifications

OC330C. Wiring Diagram. Recommended PKH- P35 / P50 GALH PKA- RP35 / RP50. Remarks (Drawing No.) No. Parts No. Parts Name Specifications G G " # $ % & " ' ( ) $ * " # $ % & " ( + ) $ * " # C % " ' ( ) $ * C " # C % " ( + ) $ * C D ; E @ F @ 9 = H I J ; @ = : @ A > B ; : K 9 L 9 M N O D K P D N O Q P D R S > T ; U V > = : W X Y J > E ; Z

More information

Front-end. Organization of a Modern Compiler. Middle1. Middle2. Back-end. converted to control flow) Representation

Front-end. Organization of a Modern Compiler. Middle1. Middle2. Back-end. converted to control flow) Representation register allocation instruction selection Code Low-level intermediate Representation Back-end Assembly array references converted into low level operations, loops converted to control flow Middle2 Low-level

More information

The University of Bath School of Management is one of the oldest established management schools in Britain. It enjoys an international reputation for

The University of Bath School of Management is one of the oldest established management schools in Britain. It enjoys an international reputation for The University of Bath School of Management is one of the oldest established management schools in Britain. It enjoys an international reputation for the quality of its teaching and research. Its mission

More information

Redoing the Foundations of Decision Theory

Redoing the Foundations of Decision Theory Redoing the Foundations of Decision Theory Joe Halpern Cornell University Joint work with Larry Blume and David Easley Economics Cornell Redoing the Foundations of Decision Theory p. 1/21 Decision Making:

More information

UNIQUE FJORDS AND THE ROYAL CAPITALS UNIQUE FJORDS & THE NORTH CAPE & UNIQUE NORTHERN CAPITALS

UNIQUE FJORDS AND THE ROYAL CAPITALS UNIQUE FJORDS & THE NORTH CAPE & UNIQUE NORTHERN CAPITALS Q J j,. Y j, q.. Q J & j,. & x x. Q x q. ø. 2019 :. q - j Q J & 11 Y j,.. j,, q j q. : 10 x. 3 x - 1..,,. 1-10 ( ). / 2-10. : 02-06.19-12.06.19 23.06.19-03.07.19 30.06.19-10.07.19 07.07.19-17.07.19 14.07.19-24.07.19

More information

Max. Input Power (W) Input Current (Arms) Dimming. Enclosure

Max. Input Power (W) Input Current (Arms) Dimming. Enclosure Product Overview XI025100V036NM1M Input Voltage (Vac) Output Power (W) Output Voltage Range (V) Output urrent (A) Efficiency@ Max Load and 70 ase Max ase Temp. ( ) Input urrent (Arms) Max. Input Power

More information

Principal Secretary to Government Haryana, Town & Country Planning Department, Haryana, Chandigarh.

Principal Secretary to Government Haryana, Town & Country Planning Department, Haryana, Chandigarh. 1 From To Principal Secretary to Government Haryana, Town & Country Planning Department, Haryana, Chandigarh. The Director General, Town & Country Planning Department, Haryana, Chandigarh. Memo No. Misc-2339

More information

Constructive Decision Theory

Constructive Decision Theory Constructive Decision Theory Joe Halpern Cornell University Joint work with Larry Blume and David Easley Economics Cornell Constructive Decision Theory p. 1/2 Savage s Approach Savage s approach to decision

More information

An Introduction to Optimal Control Applied to Disease Models

An Introduction to Optimal Control Applied to Disease Models An Introduction to Optimal Control Applied to Disease Models Suzanne Lenhart University of Tennessee, Knoxville Departments of Mathematics Lecture1 p.1/37 Example Number of cancer cells at time (exponential

More information

A Functional Quantum Programming Language

A Functional Quantum Programming Language A Functional Quantum Programming Language Thorsten Altenkirch University of Nottingham based on joint work with Jonathan Grattage and discussions with V.P. Belavkin supported by EPSRC grant GR/S30818/01

More information

QUESTIONS ON QUARKONIUM PRODUCTION IN NUCLEAR COLLISIONS

QUESTIONS ON QUARKONIUM PRODUCTION IN NUCLEAR COLLISIONS International Workshop Quarkonium Working Group QUESTIONS ON QUARKONIUM PRODUCTION IN NUCLEAR COLLISIONS ALBERTO POLLERI TU München and ECT* Trento CERN - November 2002 Outline What do we know for sure?

More information

Testing SUSY Dark Matter

Testing SUSY Dark Matter Testing SUSY Dark Matter Wi de Boer, Markus Horn, Christian Sander Institut für Experientelle Kernphysik Universität Karlsruhe Wi.de.Boer@cern.ch http://hoe.cern.ch/ deboerw SPACE Part Elba, May 7, CMSSM

More information

New method for solving nonlinear sum of ratios problem based on simplicial bisection

New method for solving nonlinear sum of ratios problem based on simplicial bisection V Ù â ð f 33 3 Vol33, No3 2013 3 Systems Engineering Theory & Practice Mar, 2013 : 1000-6788(2013)03-0742-06 : O2112!"#$%&')(*)+),-))/0)1)23)45 : A 687:9 1, ;:= 2 (1?@ACBEDCFHCFEIJKLCFFM, NCO 453007;

More information

February 17, 2015 REQUEST FOR PROPOSALS. For Columbus Metropolitan Library. Issued by: Purchasing Division 96 S. Grant Ave. Columbus, OH 43215

February 17, 2015 REQUEST FOR PROPOSALS. For Columbus Metropolitan Library. Issued by: Purchasing Division 96 S. Grant Ave. Columbus, OH 43215 F 7, 05 RQU FOR PROPOL P/B & O RFP L 5-006 F L : P D 96 G, OH 435 D : 3, 05 N :00 N (, O L ) W D, P P D, F D : (64) 849-034; F: (64) 849-34 @ RQU FOR PROPOL NRUON L ( L L ) R P ( RFP ) P B P N L 5-006

More information

4.3 Laplace Transform in Linear System Analysis

4.3 Laplace Transform in Linear System Analysis 4.3 Laplace Transform in Linear System Analysis The main goal in analysis of any dynamic system is to find its response to a given input. The system response in general has two components: zero-state response

More information

A Study on Dental Health Awareness of High School Students

A Study on Dental Health Awareness of High School Students Journal of Dental Hygiene Science Vol. 3, No. 1,. 23~ 31 (2003), 1 Su-Min Yoo and Geum-Sun Ahn 1 Deartment of Dental Hygiene, Dong-u College 1 Deartment of Dental Hygiene, Kyung Bok College In this research,

More information

Matrices and Determinants

Matrices and Determinants Matrices and Determinants Teaching-Learning Points A matri is an ordered rectanguar arra (arrangement) of numbers and encosed b capita bracket [ ]. These numbers are caed eements of the matri. Matri is

More information

F O R SOCI AL WORK RESE ARCH

F O R SOCI AL WORK RESE ARCH 7 TH EUROPE AN CONFERENCE F O R SOCI AL WORK RESE ARCH C h a l l e n g e s i n s o c i a l w o r k r e s e a r c h c o n f l i c t s, b a r r i e r s a n d p o s s i b i l i t i e s i n r e l a t i o n

More information

Pharmacological and genomic profiling identifies NF-κB targeted treatment strategies for mantle cell lymphoma

Pharmacological and genomic profiling identifies NF-κB targeted treatment strategies for mantle cell lymphoma CORRECTION NOTICE Nat. Med. 0, 87 9 (014) Pharmacoogica and genomic profiing identifies NF-κB targeted treatment strategies for mante ce ymphoma Rami Raha, Mareie Fric, Rodrigo Romero, Joshua M Korn, Robert

More information

A Beamforming Method for Blind Calibration of Time-Interleaved A/D Converters

A Beamforming Method for Blind Calibration of Time-Interleaved A/D Converters A Beamforming Method for Blind Calibration of Time-nterleaved A/D Converters Bernard C. Levy University of California, Davis Joint wor with Steve Huang September 30, 200 Outline 1 Motivation Problem Formulation

More information

Complex Analysis. PH 503 Course TM. Charudatt Kadolkar Indian Institute of Technology, Guwahati

Complex Analysis. PH 503 Course TM. Charudatt Kadolkar Indian Institute of Technology, Guwahati Complex Analysis PH 503 Course TM Charudatt Kadolkar Indian Institute of Technology, Guwahati ii Copyright 2000 by Charudatt Kadolkar Preface Preface Head These notes were prepared during the lectures

More information

3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 REDCLIFF MUNICIPAL PLANNING COMMISSION FOR COMMENT/DISCUSSION DATE: TOPIC: April 27 th, 2018 Bylaw 1860/2018, proposed amendments to the Land Use Bylaw regarding cannabis

More information

1. Allstate Group Critical Illness Claim Form: When filing Critical Illness claim, please be sure to include the following:

1. Allstate Group Critical Illness Claim Form: When filing Critical Illness claim, please be sure to include the following: Dear Policyholder, Per your recent request, enclosed you will find the following forms: 1. Allstate Group Critical Illness Claim Form: When filing Critical Illness claim, please be sure to include the

More information

The Study of 3 rd Overtone Crystal Oscillator

The Study of 3 rd Overtone Crystal Oscillator The Study o 3 rd Overtone Crystal Osillator The Study o 3 rd Overtone Crystal Osillator StudentHsin-Chang Tsai AdvisorPro. Yao-Huang Kao A Thesis Submitted to The Institute o Communiation Engineering College

More information

SOLAR MORTEC INDUSTRIES.

SOLAR MORTEC INDUSTRIES. SOLAR MORTEC INDUSTRIES www.mortecindustries.com.au Wind Regions Region A Callytharra Springs Gascoyne Junction Green Head Kununurra Lord Howe Island Morawa Toowoomba Wittanoom Bourke Region B Adelaide

More information

Ed S MArket. NarROW } ] T O P [ { U S E R S G U I D E. urrrrrrrrrrrv

Ed S MArket. NarROW } ] T O P [ { U S E R S G U I D E. urrrrrrrrrrrv Ed S MArket NarROW Q urrrrrrrrrrrv } ] T O P [ { U S E R S G U I D E QUALITY U op e nt y p e fa q: For information on how to access the swashes and alternates, visit LauraWorthingtonType.com/faqs All operating

More information

Building Products Ltd. G Jf. CIN No. L26922KA199SPLC018990

Building Products Ltd. G Jf. CIN No. L26922KA199SPLC018990 Building Products Ltd.! #$%&'( )*$+.+/'12 3454*67 89 :;= >?? @*;;* ABCDEFGHH @!EJ KLM OGGO RS*4$ST U$+V.+W'X6 $Y Z74' [4%\*67 ]^_ `?a bc>de fg>h> iddjkl mno ApqCDEFrHHHO @ce @sbt?u @vwx yz PD @ Q { }~

More information

Relation Between the Growth Twin and the Morphology of a Czochralski Silicon Single Crystal

Relation Between the Growth Twin and the Morphology of a Czochralski Silicon Single Crystal Korean J. Crystallography Vol. 11, No. 4, pp.207~211, 2000 LG, Relation Between the Growth Twin and the Morphology of a Czochralski Silicon Single Crystal Bong Mo Park LG Siltron Inc., 283, Imsoo-dong,

More information

Rarefied Gas FlowThroughan Orifice at Finite Pressure Ratio

Rarefied Gas FlowThroughan Orifice at Finite Pressure Ratio Rarefied Gas FlowThroughan Orifice at Finite Pressure Ratio Felix Sharipov Departamento de Física, Universidade Federal do Paraná Caixa Postal 90, 85-990 Curitiba, Brazil Email: sharipov@fisica.ufpr.br;

More information

Queues, Stack Modules, and Abstract Data Types. CS2023 Winter 2004

Queues, Stack Modules, and Abstract Data Types. CS2023 Winter 2004 Queues Stack Modules and Abstact Data Types CS2023 Wnte 2004 Outcomes: Queues Stack Modules and Abstact Data Types C fo Java Pogammes Chapte 11 (11.5) and C Pogammng - a Moden Appoach Chapte 19 Afte the

More information

This document has been prepared by Sunder Kidambi with the blessings of

This document has been prepared by Sunder Kidambi with the blessings of Ö À Ö Ñ Ø Ò Ñ ÒØ Ñ Ý Ò Ñ À Ö Ñ Ò Ú º Ò Ì ÝÊ À Å Ú Ø Å Ê ý Ú ÒØ º ÝÊ Ú Ý Ê Ñ º Å º ² ºÅ ý ý ý ý Ö Ð º Ñ ÒÜ Æ Å Ò Ñ Ú «Ä À ý ý This document has been prepared by Sunder Kidambi with the blessings of Ö º

More information

Towards a numerical solution of the "1/2 vs. 3/2" puzzle

Towards a numerical solution of the 1/2 vs. 3/2 puzzle Towards a numerical solution of the /2 s 3/2 puzzle Benoît Blossier DESY Zeuthen Motiations Hea Quark Effectie Theor Theoretical expectations Experimental measurements umerical computation of Conclusion

More information

SCOTT PLUMMER ASHTON ANTONETTI

SCOTT PLUMMER ASHTON ANTONETTI 2742 A E E E, UE, AAAMA 3802 231 EE AEA 38,000-cre dversfed federl cmus 41,000 emloyees wth 72+ dfferent gences UE roosed 80-cre mster-lnned develoment 20 home stes 3,000F of vllgestyle retl 100,000 E

More information

Optimization of a parallel 3d-FFT with non-blocking collective operations

Optimization of a parallel 3d-FFT with non-blocking collective operations Optimization of a parallel 3d-FFT with non-blocking collective operations Chair of Computer Architecture Technical University of Chemnitz Département de Physique Théorique et Appliquée Commissariat à l

More information

Optimizing Stresses for Testing DRAM Cell Defects Using Electrical Simulation

Optimizing Stresses for Testing DRAM Cell Defects Using Electrical Simulation Optimizing Stresses for Testing RAM Cell efects Using Electrical Simulation Zaid Al-Ars Ad J. van de Goor Faculty of Information Technology and Systems Section of Computer Engineering elft University of

More information

Symbols and dingbats. A 41 Α a 61 α À K cb ➋ à esc. Á g e7 á esc. Â e e5 â. Ã L cc ➌ ã esc ~ Ä esc : ä esc : Å esc * å esc *

Symbols and dingbats. A 41 Α a 61 α À K cb ➋ à esc. Á g e7 á esc. Â e e5 â. Ã L cc ➌ ã esc ~ Ä esc : ä esc : Å esc * å esc * Note: Although every effort ws tken to get complete nd ccurte tble, the uhtor cn not be held responsible for ny errors. Vrious sources hd to be consulted nd MIF hd to be exmined to get s much informtion

More information

Harlean. User s Guide

Harlean. User s Guide Harlean User s Guide font faq HOW TO INSTALL YOUR FONT You will receive your files as a zipped folder. For instructions on how to unzip your folder, visit LauraWorthingtonType.com/faqs/. Your font is available

More information

Connection equations with stream variables are generated in a model when using the # $ % () operator or the & ' %

Connection equations with stream variables are generated in a model when using the # $ % () operator or the & ' % 7 9 9 7 The two basic variable types in a connector potential (or across) variable and flow (or through) variable are not sufficient to describe in a numerically sound way the bi-directional flow of matter

More information

LEAD IN DRINKING WATER REPORT

LEAD IN DRINKING WATER REPORT 181 US Hwy 46 Mine Hill, NJ 07803 (908) 654-8068 (800) 783-0567 Fax 908-654-8069 LEAD IN DRINKING WATER REPORT Performed At: Montrose School 356 Clark St., South Orange, NJ 07079 Performed For: South Orange

More information

Continuing Education and Workforce Training Course Schedule Winter / Spring 2010

Continuing Education and Workforce Training Course Schedule Winter / Spring 2010 Continuing Education and Workforce Training Course Schedule Winter / Spring 2010 www.southeastmn.edu/training Creating the Solution that Fits! Information Information Registration Registration via our

More information

Vector analysis. 1 Scalars and vectors. Fields. Coordinate systems 1. 2 The operator The gradient, divergence, curl, and Laplacian...

Vector analysis. 1 Scalars and vectors. Fields. Coordinate systems 1. 2 The operator The gradient, divergence, curl, and Laplacian... Vector analysis Abstract These notes present some background material on vector analysis. Except for the material related to proving vector identities (including Einstein s summation convention and the

More information

MARKET AREA UPDATE Report as of: 1Q 2Q 3Q 4Q

MARKET AREA UPDATE Report as of: 1Q 2Q 3Q 4Q Year: 2013 Market Area (Cit, State): Greater Portland, OR MARKET AREA UPDATE Report as of: 1Q 2Q 3Q 4Q Provided b (Compan / Companies): Coldwell Banker Seal, Archibald Relocation, Prudential Northwest

More information

U ight. User s Guide

U ight. User s Guide Samantha Uight Regular Bold User s Guide font faq HOW TO INSTALL YOUR FONT You will receive your files as a zipped folder. For instructions on how to unzip your folder, visit LauraWorthingtonType.com/faqs/.

More information

Towards a High Level Quantum Programming Language

Towards a High Level Quantum Programming Language MGS Xmas 04 p.1/?? Towards a High Level Quantum Programming Language Thorsten Altenkirch University of Nottingham based on joint work with Jonathan Grattage and discussions with V.P. Belavkin supported

More information

TELEMATICS LINK LEADS

TELEMATICS LINK LEADS EEAICS I EADS UI CD PHOE VOICE AV PREIU I EADS REQ E E A + A + I A + I E B + E + I B + E + I B + E + H B + I D + UI CD PHOE VOICE AV PREIU I EADS REQ D + D + D + I C + C + C + C + I G G + I G + I G + H

More information

Manifold Regularization

Manifold Regularization Manifold Regularization Vikas Sindhwani Department of Computer Science University of Chicago Joint Work with Mikhail Belkin and Partha Niyogi TTI-C Talk September 14, 24 p.1 The Problem of Learning is

More information

Adorn. sans condensed Smooth. v22622x

Adorn. sans condensed Smooth. v22622x s Adorn f t sans condensed Smooth 9 0 u v22622x user s guide PART OF THE ADORN POMANDER SMOOTH COLLECTION v O P E N T Y P E FAQ : For information on how to access the swashes and alternates, visit LauraWorthingtonType.com/faqs

More information

New BaBar Results on Rare Leptonic B Decays

New BaBar Results on Rare Leptonic B Decays New BaBar Results on Rare Leptonic B Decays Valerie Halyo Stanford Linear Accelerator Center (SLAC) FPCP 22 valerieh@slac.stanford.edu 1 Table of Contents Motivation to look for and Analysis Strategy Measurement

More information

Damping Ring Requirements for 3 TeV CLIC

Damping Ring Requirements for 3 TeV CLIC Damping Ring Requirements for 3 TeV CLIC Quantity Symbol Value Bunch population N b 9 4.1 10 No. of bunches/train k bt 154 Repetition frequency f r 100 Hz Horizontal emittance γε x 7 4.5 10 m Vertical

More information

Beloved Script. User s Guide

Beloved Script. User s Guide Beloved Script regular bold & User s Guide op e nt y p e fa q: For information on how to access the swashes and alternates, visit LauraWorthingtonType.com/faqs All operating systems come equipped with

More information

AN IDENTIFICATION ALGORITHM FOR ARMAX SYSTEMS

AN IDENTIFICATION ALGORITHM FOR ARMAX SYSTEMS AN IDENTIFICATION ALGORITHM FOR ARMAX SYSTEMS First the X, then the AR, finally the MA Jan C. Willems, K.U. Leuven Workshop on Observation and Estimation Ben Gurion University, July 3, 2004 p./2 Joint

More information

Synchronizing Automata Preserving a Chain of Partial Orders

Synchronizing Automata Preserving a Chain of Partial Orders Synchronizing Automata Preserving a Chain of Partial Orders M. V. Volkov Ural State University, Ekaterinburg, Russia CIAA 2007, Prague, Finland, 16.07.07 p.1/25 Synchronizing automata We consider DFA:.

More information

Human genome contains ~30K genes Not all genes are expressed at same time

Human genome contains ~30K genes Not all genes are expressed at same time ! " $#% & & '() Eric P. Xing, Michael I. Jordan, & Richard M. Karp @ Division of Computer Science, UC Bereley Presented by Degui Zhi @ UCSD Apr 3 th 22 1 *,+ -/. 213.. 1 46587)+ 29 2: 4;+ =@? 9 + A)B

More information

PART IV LIVESTOCK, POULTRY AND FISH PRODUCTION

PART IV LIVESTOCK, POULTRY AND FISH PRODUCTION ! " $#%(' ) PART IV LIVSTOCK, POULTRY AND FISH PRODUCTION Table (93) MAIN GROUPS OF ANIMAL PRODUCTS Production 1000 M.T Numbers 1000 Head Type 2012 Numbers Cattle 54164.5 53434.6 Buffaloes 4304.51 4292.51

More information

THE ANALYSIS OF THE CONVECTIVE-CONDUCTIVE HEAT TRANSFER IN THE BUILDING CONSTRUCTIONS. Zbynek Svoboda

THE ANALYSIS OF THE CONVECTIVE-CONDUCTIVE HEAT TRANSFER IN THE BUILDING CONSTRUCTIONS. Zbynek Svoboda THE NLSIS OF THE CONECTIE-CONDUCTIE HET TRNSFER IN THE BUILDING CONSTRUCTIONS Zbynek Soboda Czech Technical Uniersity in Prague Faculty of Ciil Engineering 166 29 Prague 6 - Czech Republic BSTRCT The numerical

More information

A General Procedure to Design Good Codes at a Target BER

A General Procedure to Design Good Codes at a Target BER A General Procedure to Design Good odes at a Target BER Speaker: Xiao Ma 1 maxiao@mail.sysu.edu.cn Joint work with: hulong Liang 1, Qiutao Zhuang 1, and Baoming Bai 2 1 Dept. Electronics and omm. Eng.,

More information

Juan Juan Salon. EH National Bank. Sandwich Shop Nail Design. OSKA Beverly. Chase Bank. Marina Rinaldi. Orogold. Mariposa.

Juan Juan Salon. EH National Bank. Sandwich Shop Nail Design. OSKA Beverly. Chase Bank. Marina Rinaldi. Orogold. Mariposa. ( ) X é X é Q Ó / 8 ( ) Q / ( ) ( ) : ( ) : 44-3-8999 433 4 z 78-19 941, #115 Z 385-194 77-51 76-51 74-7777, 75-5 47-55 74-8141 74-5115 78-3344 73-3 14 81-4 86-784 78-33 551-888 j 48-4 61-35 z/ zz / 138

More information

The incident energy per unit area on the electron is given by the Poynting vector, '

The incident energy per unit area on the electron is given by the Poynting vector, ' ' ' # Thompson Scattering Consider a beam of radiation moving in the direction, and being scattered by an electron through an angle in the plane. The electron experiences the following electric fields

More information

Winsome Winsome W Wins e ins e WUin ser some s Guide

Winsome Winsome W Wins e ins e WUin ser some s Guide Winsome Winsome Wins e Wins e U ser s Guide Winsome font faq HOW TO INSTALL YOUR FONT You will receive your files as a zipped folder. For instructions on how to unzip your folder, visit LauraWorthingtonType.com/faqs/.

More information

Cairns Hospital: Suspected Acute Coronary Syndrome Pathways. DO NOT USE if a non cardiac cause for the chest pain can be diagnosed

Cairns Hospital: Suspected Acute Coronary Syndrome Pathways. DO NOT USE if a non cardiac cause for the chest pain can be diagnosed Cairns Hospital: Suspected Acute Coronary Syndrome Pathways DO NOT USE if a non cardiac cause for the chest pain can be diagnosed Clinical pathways never replace clinical judgement. Care outlined on this

More information

PROGRAM DEVELOPMENTS FOR MODELING GROUNDWATER FLOW IN THREE-DIMENSIONAL HETEROGENEOUS AQUIFERS WITH MODFLOW AND MODFLOWP

PROGRAM DEVELOPMENTS FOR MODELING GROUNDWATER FLOW IN THREE-DIMENSIONAL HETEROGENEOUS AQUIFERS WITH MODFLOW AND MODFLOWP PROGRAM DEVELOPMENTS FOR MODELING GROUNDWATER FLOW IN THREE-DIMENSIONAL HETEROGENEOUS AQUIFERS WITH MODFLOW AND MODFLOWP Kangle Huang, Tom Clemo, and Warren Barrash Center for Geophysical Investigation

More information

A Study on the Analysis of Measurement Errors of Specific Gravity Meter

A Study on the Analysis of Measurement Errors of Specific Gravity Meter HWAHAK KONGHAK Vol. 40, No. 6, December, 2002, pp. 676-680 (2001 7 2, 2002 8 5 ) A Study on the Analysis of Measurement Errors of Specific Gravity Meter Kang-Jin Lee, Jae-Young Her, Young-Cheol Ha, Seung-Hee

More information

font faq HOW TO INSTALL YOUR FONT HOW TO INSERT SWASHES, ALTERNATES, AND ORNAMENTS

font faq HOW TO INSTALL YOUR FONT HOW TO INSERT SWASHES, ALTERNATES, AND ORNAMENTS font faq HOW TO INSTALL YOUR FONT You will receive your files as a zipped folder. For instructions on how to unzip your folder, visit LauraWorthingtonType.com/faqs/. Your font is available in two formats:

More information

Search for MSSM Higgs at LEP. Haijun Yang. University of Michigan, Ann Arbor

Search for MSSM Higgs at LEP. Haijun Yang. University of Michigan, Ann Arbor Search for MSSM Higgs at LEP Haijun Yang University of Michigan, Ann Arbor Physics Seminar at Univ. of Michigan February 4, 2002 Introduction of MSSM UTLINE L Main Backgrounds L Analysis Procedure LEP

More information

DISSIPATIVE SYSTEMS. Lectures by. Jan C. Willems. K.U. Leuven

DISSIPATIVE SYSTEMS. Lectures by. Jan C. Willems. K.U. Leuven DISSIPATIVE SYSTEMS Lectures by Jan C. Willems K.U. Leuven p.1/26 LYAPUNOV FUNCTIONS Consider the classical dynamical system, the flow with, the state, and Denote the set of solutions, the vector-field.

More information

Unit 3F: Reading and Understanding in Urdu. Wednesday 19 May 2010 Afternoon Time: 35 minutes

Unit 3F: Reading and Understanding in Urdu. Wednesday 19 May 2010 Afternoon Time: 35 minutes Write your name here Surname Other names Edexcel GSE entre Number andidate Number Urdu Unit 3F: Reading and Understanding in Urdu Wednesday 19 May 2010 fternoon Time: 35 minutes You do not need any other

More information

!!"# $% &" ( )

!!# $% & ( ) 2002, Vol. 46, No. 6 Printed in the Republic of Korea!!"# $% &" * (2002. 5. 9 ) A Survey of Secondary School Science Teachers Thinking on Classifying Phenomena Related to Dissolution of Ionic Compound

More information

B œ c " " ã B œ c 8 8. such that substituting these values for the B 3 's will make all the equations true

B œ c   ã B œ c 8 8. such that substituting these values for the B 3 's will make all the equations true System of Linear Equations variables Ð unknowns Ñ B" ß B# ß ÞÞÞ ß B8 Æ Æ Æ + B + B ÞÞÞ + B œ, "" " "# # "8 8 " + B + B ÞÞÞ + B œ, #" " ## # #8 8 # ã + B + B ÞÞÞ + B œ, 3" " 3# # 38 8 3 ã + 7" B" + 7# B#

More information

Œ æ fl : } ~fiæ fl ŒÊ Æ Ã%æ fl È

Œ æ fl : } ~fiæ fl ŒÊ Æ Ã%æ fl È Roll No. Serial No. of Q. C. A. B. Jlflo Æ ÀÊ-V MSÊ : 54 ] [ Jlflo» flfl } Æ lv MSÊ : 24 Total No. of Questions : 54 ] [ Total No. of Printed Pages : 24 MOÊfi} MSÊ : 65-P Œ æ fl : } ~fiæ fl ŒÊ Æ Ã%æ fl

More information

Exponentially Rare Large Fluctuations: Computing their Frequency

Exponentially Rare Large Fluctuations: Computing their Frequency Exponentially Rare Large Fluctuations: Computing their Frequency Robert S. Maier Mathematics and Physics Departments University of Arizona rsm@math.arizona.edu Dec. 1, 2000 Abstract Random processes that

More information

Scandinavia SUMMER / GROUPS. & Beyond 2014

Scandinavia SUMMER / GROUPS. & Beyond 2014 / & 2014 25 f f Fx f 211 9 Öæ Höf æ å f 807 ø 19 øø ä 2111 1 Z F ø 1328 H f fö F H å fö ö 149 H 1 ö f Hø ø Hf 1191 2089 ä ø å F ä 1907 ä 1599 H 1796 F ø ä Jä J ( ) ø F ø 19 ö ø 15 á Å f 2286 æ f ó ä H

More information

Estimation of Retention Factors of Nucleotides by Buffer Concentrations in RP-HPLC

Estimation of Retention Factors of Nucleotides by Buffer Concentrations in RP-HPLC HWAHAK KONGHAK Vol. 38, No. 5, October, 2000, pp. 626-632 (Journal of the Korean Institute of Chemical Engineers) RP-HPLC Nucleotides (2000 2 1, 2000 4 1 ) Estimation of Retention Factors of Nucleotides

More information

Storm Open Library 3.0

Storm Open Library 3.0 S 50% off! 3 O L Storm Open Library 3.0 Amor Sans, Amor Serif, Andulka, Baskerville, John Sans, Metron, Ozdoby,, Regent, Sebastian, Serapion, Splendid Quartett, Vida & Walbaum. d 50% f summer j sale n

More information

Glasgow eprints Service

Glasgow eprints Service Kalna, K. and Asenov, A. (1) Multiple delta doping in aggressively scaled PHEMTs. In, Ryssel, H. and Wachutka, G. and Grunbacher, H., Eds. Solid-State Device Research Conference, 11-13 September 1, pages

More information

Sample Exam 1: Chapters 1, 2, and 3

Sample Exam 1: Chapters 1, 2, and 3 L L 1 ' ] ^, % ' ) 3 Sample Exam 1: Chapters 1, 2, and 3 #1) Consider the lineartime invariant system represented by Find the system response and its zerostate and zeroinput components What are the response

More information

Research of Application the Virtual Reality Technology in Chemistry Education

Research of Application the Virtual Reality Technology in Chemistry Education Journal of the Korean Chemical Society Printed in the Republic of Korea * (2002. 8. 29 ) Research of Application the Virtual Reality Technology in Chemistry Education Jong Seok Park*, Kew Cheol Shim, Hyun

More information

SECTION A - EMPLOYEE DETAILS Termination date Employee number Contract/ Department SECTION C - STANDARD DOCUMENTS REQUIRED FOR ALL TERMINATIONS

SECTION A - EMPLOYEE DETAILS Termination date Employee number Contract/ Department SECTION C - STANDARD DOCUMENTS REQUIRED FOR ALL TERMINATIONS UNITRANS SA TERMINATION CHECKLIST NOTES: 1. This form applies to all terminations and needs to be submitted along with the required supplementary documentation to the HR Department within the following

More information

PH Nuclear Physics Laboratory Gamma spectroscopy (NP3)

PH Nuclear Physics Laboratory Gamma spectroscopy (NP3) Physics Department Royal Holloway University of London PH2510 - Nuclear Physics Laboratory Gamma spectroscopy (NP3) 1 Objectives The aim of this experiment is to demonstrate how γ-ray energy spectra may

More information

Winstar Display Co., LTD

Winstar Display Co., LTD Winstar Display Co., LTD 華凌光電股份有限公司 : 407 163 No.163 Chung Ching RD., Taichune, Taiwan, R.O.C WEB: http://www.winstar.com.tw E-mail: winstar@winstar.com.tw Tel:886-4-24262208 Fax 886-4-24262207 SPECIFICATION

More information

Stochastic invariances and Lamperti transformations for Stochastic Processes

Stochastic invariances and Lamperti transformations for Stochastic Processes Stochastic invariances and Lamperti transformations for Stochastic Processes Pierre Borgnat, Pierre-Olivier Amblard, Patrick Flandrin To cite this version: Pierre Borgnat, Pierre-Olivier Amblard, Patrick

More information

ARPACK. A c++ implementation of ARPACK eigenvalue package.

ARPACK. A c++ implementation of ARPACK eigenvalue package. !"#!%$& '()%*,+-. (/10)24365 78$9;:!?A@ B2CED8F?GIHKJ1GML NPORQ&L8S TEJUD8F"VXWYD8FFZ\[]O ^ L8CETIFJ1T_F ; Y`baU c?d%de%c +-)?+-=fc%cgd hjikmlnio

More information

n P! " # $ % & % & ' ( ) * + % $, $ -. $ -..! " # ) & % $/ $ - 0 1 2 3 4 5 6 7 3 8 7 9 9 : 3 ; 1 7 < 9 : 5 = > : 9? @ A B C D E F G HI J G H K D L M N O P Q R S T U V M Q P W X X Y W X X Z [ Y \ ] M

More information

Java Applets / Flash Java Applet vs. Flash

Java Applets / Flash Java Applet vs. Flash ava Alet / Flah ava Alet v. Flah oltal oblem wth Mooft hhl otable moe dfflt develomet ot a oblem le o exellet val develomet tool Alet / Flah ood fo tato volv omlex e t whee XTML t elemet ae ot adeqate

More information

BUY A CRUSH FOR YOUR CRUSH! Crush flavors will vary.

BUY A CRUSH FOR YOUR CRUSH! Crush flavors will vary. BUY A CRUSH FOR YOUR CRUSH! Crush flavors will vary. Family Name: From Deliver To Grade Cost TOTAL ! " # $ % & ' ( ) * +, # $ " - $ + $. / ( 0 1 &. / " - $ + $. / 2 3 0 4 +, # $ ( 2-0 5 0 1 & ( ' - $ +

More information