An optimization model using the Assignment Problem to manage the location of parts
|
|
- Alexander Williamson
- 6 years ago
- Views:
Transcription
1 An optimization model using the Assignment Problem to manage the location of parts Master Thesis at the engine assembly at Scania CV AB Josefin Lundquist & Linnéa O Hara
2
3
4
5
6
7
8 D12 D16 EOQ GAP LC LV P MCGAP WPL ABC analysis B1 cartons Basic engine line DE DELT F inal assembly line Inline engine K2 cartons Location Model Location strategy Material facades Mechanical fitter Process engineer V 8 engine
9
10
11 k *m``2mi bi imb h?2 7QHHQrBM; b2+ibqm /2b+`B#2b i?2 QT2` ibqmb Q7 a+ MB Ƕb 2M;BM2 bb2k#hv r?2`2 i?2 bb2k#hv T`Q+2bb- bmtthv T`Q+2bb M/ i?2 p `BQmb HQ+ ibqm bi` i2;b2b `2 2tTH BM2/ KQ`2 T`Q7QmM/HvX h?2 b2+ibqm 2M/b rbi? M BMbB;?i BMiQ K M ;2K2Mi Q7 KQpBM; T `ib iq M2r HQ+ ibqmb M/ T `i BMi`Q/m+iBQMbX h?2 BM7Q`K ibqm BM i?bb b2+ibqm Bb +QHH2+i2/ 7`QK +QKKmMB+ ibqm rbi? 2KTHQv22b rq`fbm; i.1gh- i?2b` BMi2`M H /Q+mK2Mib M/ i?`qm;? T` +ib+2 BM HQ;BbiB+ i2 KbX kxr a+ MB Ƕb 2M;BM2 bb2k#hv h?2 2M;BM2 bb2k#hv- iq;2i?2` rbi? i2bibm; M/ T BMiBM;- Bb T`Q/m+iBQM mmbi rbi?bm a+ MB BM aƺ/2`i HD2 i? i ;Q2b mm/2` i?2 /2MQi ibqm.1x HH QT2` ibqmb i F2 TH +2 7Q`2KQbi BM i?2 #mbh/bm; R8y- r?2`2 i?2 +im H bb2k#hv i F2b T `i- rbi? bmttq`i 7`QK i?2 G* i? i +QMbBbib Q7 #mbh/bm; Rdd M/ R3k- b22 };m`2 RX h?2 G* Bb `2bTQMbB#H2 7Q` ;QQ/b `2+2BpBM;- BMp2MiQ`v +QMi`QH M/ /2HBp2`v Q7 T HH2ib- #Qt2b M/ b2[m2m+2 TB+F2/ GoS QM Q`/2` bb;m Hb 7`QK i?2 QT2` ibqmb Q7 #mbh/bm; R8yX 6B;m`2 R, M Qp2`pB2r Q7 i?2 #mbh/bm;b R8y- Rdd R3kX kxrxr P`; MBx ibqm.1 #` M+?2b Qmi iq MmK#2` p bm#/bpbbbqmb- BM+Hm/BM; i?2 HQ;BbiB+ /2T `ik2mi.1g BM@ +Q`TQ` ibm; i?2 /2T `ik2mi 7Q` T`Q+m`2K2Mi- K i2`b H TH MMBM;- T`Q/m+iBQM TH MMBM; M/ HQ;BbiB+ /2p2HQTK2MiX h?2 H bi M K2/ /2T `ik2mi- HQ;BbiB+ /2p2HQTK2Mi.1Gh- K M ;2b HQ;BbiB+ Bbbm2b rbi?bm 7Q` 2t KTH2 T +F ;BM;- ;QQ/b ~Qr- rq`f K2i?Q/b M/ HQ+ ibqm Q7 T `ib M/ iqqhb BM i?2 p `BQmb TH i7q`kbx kxk.2b+`btibqm Q7 T`Q/m+iBQM T`Q+2bb2b h?2 bb2k#hv Bb /BpB/2/ BMiQ i?`22 K BM bb2k#hv HBM2b, BMHBM2 # bb+ 2M;BM2c BMHBM2 }M H bb2k#hv M/ o3x AMi2`M HHv- i?2 BMHBM2 bb2k#hv HBM2- i? i Bb #Qi? i?2 # bb+ 2M;BM2 HBM2 M/ i?2 }M H bb2k#hv HBM2 Bb + HH2/.Rk M/ i?2 o3 bb2k#hv HBM2 Bb + HH2/.ReX HH 2M;BM2b T bb i?2 2M;BM2 i2bibm;- BM@ M/ Qmi~Qr M/ T BMiBM; #27Q`2 i?2 2M;BM2b `2 `2 /v iq #2 i` MbTQ`i2/ QM iq i?2 }M H bb2k#hv Q7 i?2 p2?b+h2 Q` TTHB+ ibqmx j
12
13
14
15
16
17 TC = PD+ DK Q + hq 2
18 c ij x ij i I j J a ij x ij b j, j J i I x ij =1, i I j J x ij {0, 1}, i I,j J c ij a ij b j x ij p ij x ij i I j J a ijk x ij b jk, j J, k K i I
19 x ij
20
21
22 c ij b jk a ijk x ij {0, 1}, i I,j J x ij x ij x ij =1, i I j J a ijk x ij b jk, j J, k K i I i I c ij x ij j J c ij = d (1)i c (1)j + d (2)i c (2)j + h j r i + p i d (1)i c (1)j d (2)i c (2)j h j r i p i
23 c ij x ij i I j J x ij =1, i I j J a ijk x ij b jk, i I x ij {0, 1}, j J,k K i I,j J p ij p ij c ij p ij = c in c ij, i I = {1,...,m},j J = {1,...,n} c ij p ij p ij x ij i I j J p ij x ij i I j J x ij =1, i I j J a ijk x ij b jk, i I x ij {0, 1}, j J,k K i I,j J p ij = c in c ij, i I = {1,...,m},j J = {1,...,n} x ij x ij
24 a ijk c ij x ij i I j J x ij =1, i I j J a ijk x ij b jk, i I x ij 0, j J,k K i I,j J b jk a ijk
25 p ij
26 [ [ [ [ [ [ [
27 WPL i WPL i 1 i i i (package i + filledcapacity) < maximumcapacity filledcapacity filledcapacity + package i recommendedlocation i Line recommendedlocation i recommendedlocation i recommendedlocation i (package i <> pallet) i i recommendedlocation i Line filledcapacity package i recommendedlocation i recommendedlocation i
28
29
30
31
32 a ijk a ijk
33
34
35
36
37
2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media,
7 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising
More informationNMDA receptor dependent functions of hippocampal networks in spatial navigation and memory formation de Oliveira Cabral, H.
UvA-DARE (Digital Academic Repository) NMDA receptor dependent functions of hippocampal networks in spatial navigation and memory formation de Oliveira Cabral, H. Link to publication Citation for published
More informationGwinnett has an amazing story to share, spanning 200 years from 1818 until today.
I B, Lm, W - D I C Dm 15, 1818, W C, m D I. T m m m Ck Ck m Jk C. B m, 30, A 20. T mk, B, v v m C. m, m 1776, C C. O A 2, 1776, D I,. C v 437 q m xm 280,000. D 1980, C k, m v. A, 2010, j v 800,000 j m
More informationNMDA receptor dependent functions of hippocampal networks in spatial navigation and memory formation
NMDA receptor dependent functions of hippocampal networks in spatial navigation and memory formation HENRIQUE DE OLIVEIRA CABRAL HENRIQUE DE OLIVEIRA CABRAL NMDA receptor dependent functions of hippocampal
More informationTurbulence Measurements Using Non-Acoustic Sensors in a High-Flow Tidal Channel
Turbulence Measurements Using Non-Acoustic Sensors in a High-Flow Tidal Channel Fabian Wolk 1, Jeremy Hancyk 1,2 and Rolf Lueck 1 1 Rockland Scientific International Inc., 52 Dupplin Road, Victoria, Canada,
More informationNMDA receptor dependent functions of hippocampal networks in spatial navigation and memory formation de Oliveira Cabral, H.
UvA-DARE (Digital Academic Repository) NMDA receptor dependent functions of hippocampal networks in spatial navigation and memory formation de Oliveira Cabral, H. Link to publication Citation for published
More informationKlour Q» m i o r L l V I* , tr a d itim i rvpf tr.j UiC lin» tv'ilit* m in 's *** O.hi nf Iiir i * ii, B.lly Q t " '
/ # g < ) / h h #
More informationCambridgeshire Minerals and Waste Development Scheme. August 2017
Cmbidshi is d Ws Dm hm s 2017 Cmbidshi C Ci hi H Cs Hi Cmbid CB3 0P www.mbidshi..k 1.0 ITRDUCTI 1.1 This is d Ws Dm hm is f Cmbidshi. 1.2 Th C Ci is ssib f h i f i i id f mi d ws mm ss. I s is d sss i
More informationlit neaared ia Xoo- - par.il Year. c. w. r.elrrr. V UtTMA X. CO,, R. WHITMAN Manufacturers and Dealers in Saddles, Kort and from 9 lo 11
p bb P pb D B p G h b p h p p pp p h p p p pq h pp h pp P D p P p P P P b h pp h b G k PRR R 0 B p p B h R p b h R h h B R k 0 PRR PDR G h D F GR R h p Yk D h p b p q R DG PRR R RY D GRR h kb pp Y BRR
More informationSticky News. Also our Facebook page is now live.
Sk Nw k j v #07 WINTER 2011 Fm Ow C W! W w bk w v b v m m b k w v m m Y w m m w v v m! T P C Sm B, T C, Gvv H K R w b v M C S A Fbk w v YI v v w m bk m b m w A H O w bk w w v w m m b m v qk w I w k ABC
More informationDiamond platforms for nanoscale photonics and metrology
Diamond platforms for nanoscale photonics and metrology The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters Citation Shields, Brendan
More informationRemember. Passover: A Time. The to
v: im kill ml lmb i m. ibl xli Ci v lmb i (1 Cii 5:7). i ii m l ii i l bk ( 19:32). mmb G i li b v l bk b v lmb. i b i v i b bk i iixi ( 19:33). i lm bv v. v i v lb? Mb mmb i l m bk x li i b i. i li b
More informationSerge Ballif January 18, 2008
ballif@math.psu.edu The Pennsylvania State University January 18, 2008 Outline Rings Division Rings Noncommutative Rings s Roots of Rings Definition A ring R is a set toger with two binary operations +
More informationList of Products and Services from A to Z
S B D P C :K F m IT 4 9( ) 6 98 7 5 89 9 I m. m @. T w : x F P S. S C q m q m : w ( 2 3 V) W S P -T m m w b ydnhk -C y w S C D y w w y yw x b M P L b m 2 1 9 L P S m A Z W b w y w mb xb ( / A) ( w b /
More informationRESOURCE, SUPPORT, AND DEVELOPMENT, INC
RESOURCE, SUPPORT, AND DEVELOPMENT, INC P w b B, H, Lww, R L, M A Pb RSD, I S 2006 Vm 4 BOARD OF DIRECTORS P P E K V-P B R S L B-Sw L T N Ew A DB D S ADMINISTRATIVE TEAM CEO R M Hm R D J Sz Ex S E Lm F
More informationWhitney Grummon. She kick started a fire in my soul Teaching me a tool to cleanse my mind That ll last a life time. That s how I will remember
W Gmm S kk f m T m m m T f m T I mmb N m p f p f f G L A f b k, b k v M k b p:, bb m, m f m, v. A b m, f mm mm f v b G p. S m m z pp pv pm f, k mk, f v M. I m, I m, fm k p x. S f 45 m m CMS, I p mf,. B
More informationU. S. Highway 412 Corridor, Average Daily Traffic Western Portion Vicinity of Benton and Washington Counties
Bu V Fm R i pi R R bb Fi 8 Bvi Fihip R Bufi h R Vii f v M h hi i B Av Ei Av G A hz Np v im Rbi Av i F-Ex i App uh hmii Av f Av G Av G A R bpp Av R Av V Av i hip Yu G m G Av Qu R P Av Ah Mib u E P Av uh
More informationMATH Topics in Applied Mathematics Lecture 12: Evaluation of determinants. Cross product.
MATH 311-504 Topics in Applied Mathematics Lecture 12: Evaluation of determinants. Cross product. Determinant is a scalar assigned to each square matrix. Notation. The determinant of a matrix A = (a ij
More informationU a C o & I & I b t - - -, _...
U C & I &,.. - -, -, 4 - -,-. -... -., -. -- -.. - - -. - -. - -.- - - - - - -.- - -. - - - -, - - - - I b j - - -, _....... . B N y y M N K y q S N I y d U d.. C y - T W A I C Iy d I d CWW W ~ d ( b y
More informationbe ke' pt co nfr'r..p 1i3 1a t his r. e11r r t, sj\t lr d o ts o f and industri;, cnginccr u'ho bec:lntr_, ,permit
& - E hap R OB h E \ A jj Nw v j - 957 { m b h- S S h hmbr UAO Hh + E &? { H h Sq R L Rv [ \ Y v h q m C y b h v h ] \) J h b h - A mv] w m vh \L m vl h b h q Av Nw /L R m A_ h Dj { ) L A Exm xm h m h
More informationTetrahedron equation and generalized quantum groups
Atsuo Kuniba University of Tokyo PMNP2015@Gallipoli, 25 June 2015 PMNP2015@Gallipoli, 25 June 2015 1 / 1 Key to integrability in 2D Yang-Baxter equation Reflection equation R 12 R 13 R 23 = R 23 R 13 R
More informationG P P (A G ) (A G ) P (A G )
1 1 1 G P P (A G ) A G G (A G ) P (A G ) P (A G ) (A G ) (A G ) A G P (A G ) (A G ) (A G ) A G G A G i, j A G i j C = {0, 1,..., k} i j c > 0 c v k k + 1 k = 4 k = 5 5 5 R(4, 3, 3) 30 n {1,..., n} true
More informationSupporting Information
Supporting Information Page 2-4. The B3LYP optimized gas phase structures of [Bmim + Cl - ] Pd complex. Page 5-10. The B3LYP optimized gas phase structures of [Bmim + Cl - ] Pd 2 complex. Page 11-14. The
More informationFREE. BJ McNALLY Ltd. Helen Lynch. Remembering Helen. Made in Ireland. memorial cards since 19. Helen Lynch. McNally Family Printers.
Bkmk W C - 185mm x 60mm - 88mm x 55mm Ackgm C BJ McNALLY L 108mm x 85mm * Rmmbig H T fmi f v H i Lm H Lc ic f i k m f mp i ki xpi bvm. m i i c I vig mm f Sm McDm i 12 J 2033 g 00. f M T H Scific ii. b
More informationInside! Your Impact...p 5 How You Raised Awareness...p 9 The Bigger Picture...p 14
Ii! Y I... 5 H Y Ri A... 9 T Bi Pi... 14 W W v B, W W Gi f b i T. i fii) Fi F v (211 iq M, f i D F fii i i i. i, xii W. b 7 201 i f k ik f xiv f i T v 2017 i i i i i, i i i x ff fi fi-v i fi x M Fi W.
More informationmo BP#«NT-NOT WEUTRAL. LOWELL. M1CHIWA\\ T11UK8DAY, AUUU8T 31, 1905 AVERAGE CIRCULATION IN HAD THE GOODS ON HIlAfORMER RESIDENT DEAD
/ W DGR X FF PPR m P#«- WUR W W\\ U8DY UUU8 3 905 VRG RU 904 3 5 9 V P D D Dm b PR 0 905 W Dmb x m- m bk bm Y W P W W R-jW 00000 GD k k mk k m F F F k D Wk j m *»m x«*#/ P 0 D D k k $5 Y k mm m D VR W
More information/".#2 Q S:, Q C / Q :!"! hp://
1 2 : *+,! " #"$ % & ' () 7*+ + 8'. &" 24 510 6) - ().&/0 12 3 ) D E.&1 C4D ".) 9: ; ' ? 3 73 5,@+ 3 A -B ( 3 *+ ' I J K G L 5K4 = 5 2@GH. ' 9 0 3 =3 Q 9 12 R4' /.) K8 &"1 O P 2@GH 5 * + 8'. MN, &
More informationKIiT'TJT'tJSAN DNKAN. ItA KU t,',r^s'l'lit(nl l( TAHUN 2013 NOMOR DEKAN FAKULTAS TEKNIK IJNIVERSITAS NEG ERI YOGYAKARTA
K''SA DKA A K '^S''( ( BSAS { AKARA R A A AS AA DS A K 'AS K K RS'AS [? A ( A 'A SB'SR ^P DKA AKAS KK RSAS R AKARA ( k k S?- '-< ''kk yk k D S - h P Ph R - 999 (- ' R 9 h 999b/ h-999 4 K Pk Kby R 74//999
More informationY'* C 0!),.1 / ; ')/ Y 0!)& 1 0R NK& A Y'. 1 ^. ]'Q 1 I1 )H ;". D* 1 = Z)& ^. H N[Qt C =
(-) 393 F!/ $5 $% T K&L =>-? J (&A )/>2 I B!" GH 393/05/07 :K 393/07/23 :7b +B 0 )NO M / Y'* C a23 N/ * = = Z)& ^. ;$ 0'* Y'2 8 OI 53 = ;" ~" O* Y.b ;" ; ')/ Y'* C 0!),. / ; ')/ Y 0!)& 0R NK& A Y'. ^.
More informationWomen's magazine editors: Story tellers and their cultural role
Edith Cowan University Research Online Theses: Doctorates and Masters Theses 2009 Women's magazine editors: Story tellers and their cultural role Kathryn Davies Edith Cowan University Recommended Citation
More informationDraft. Lecture 12 Gaussian Elimination and LU Factorization. MATH 562 Numerical Analysis II. Songting Luo
Lecture 12 Gaussian Elimination and LU Factorization Songting Luo Department of Mathematics Iowa State University MATH 562 Numerical Analysis II ongting Luo ( Department of Mathematics Iowa State University[0.5in]
More informationto Highbury via Massey University, Constellation Station, Smales Farm Station, Akoranga Station and Northcote
b v Nc, g, F, C Uv Hgb p (p 4030) F g (p 4063) F (p 3353) L D (p 3848) 6.00 6.0 6.2 6.20 6.30 6.45 6.50 6.30 6.40 6.42 6.50 7.00 7.5 7.20 7.00 7.0 7.2 7.20 7.30 7.45 7.50 7.30 7.40 7.42 7.50 8.00 8.5 8.20
More informationCRAIG-BAMPTON METHOD FOR A TWO COMPONENT SYSTEM Revision C
CRAIG-BAMPON MEHOD FOR A WO COMPONEN SYSEM Revision C By om Irvine Email: tom@vibrationdata.com May, 03 Introduction he Craig-Bampton method is method for reducing the size of a finite element model, particularly
More informationsemi-annual Activities Fair, aimed at extra-cwrricular activities which the School
OL OOH * 5 E B E ** -- E B < Pk & Ck** H - P U M 3 Q C B P k ** C P** >& B C C $2 $6 94 j q *B «>* 1 PC B W H 400 P - «VB E L 14- > C H C ~ E L H H [ * q H B Bk "B " G! O - F x- k x* L V CV 10 4 -C B F
More information'P'A f- 'p y. snratirj $. t3.dii for ila Months. n 11 I. mmmmmwimm 4 00 M ISLANDS..IANUAKY HAWAIIAN. itttttaira!. HkHUL Li la. P. 1. Bt. aib:suii.
8 gbb X p Y gbb BD bp $ D Fg b B R D p g XXX 9 R F D R BRR R p X R D p g g R b p pp b q p b F D p D R B g 8 bb FR R R 8 8 D DR RR X D 8 g 98 RR D B D DR D FR D RR p B D RY F R p p g p 8 F Bg Q DR R DR
More informationThe Evolution of Outsourcing
Uvy f R I DCmm@URI S H Pj H Pm Uvy f R I 2009 T Ev f O M L. V Uvy f R I, V99@m.m Fw wk : ://mm../ P f B Cmm Rmm C V, M L., "T Ev f O" (2009). S H Pj. P 144. ://mm..//144://mm..//144 T A b y f f by H Pm
More information2.0 REGIONAL DRILLING ACTIVITY AND PRODUCTION
( S ) 2. 0REGI ONALDRI LLI NGACTI VI TY ANDPRODUCTI ON Nm C: 2-d d/3-d d/5-h df Exmp: 37027_OC12 (P B C Op Smp 12) F h w h f m d wh h API mb. Th d API mb/pj ID h fwd b h d f h f d whh h d fd. F dd f fm
More information. ffflffluary 7, 1855.
x B B - Y 8 B > ) - ( vv B ( v v v (B/ x< / Y 8 8 > [ x v 6 ) > ( - ) - x ( < v x { > v v q < 8 - - - 4 B ( v - / v x [ - - B v B --------- v v ( v < v v v q B v B B v?8 Y X $ v x B ( B B B B ) ( - v -
More informationGUIDE. mirfieldshow.com. Sponsored by. Orange Design Studio.
GUIDE mfhw.m Sp b O D S. Fh F m F C 1 3 5 7 9 b f M MIRFIELD COAT OF ARMS Th m w ff Fb 26, 1935. Th m f h mp f h w m h m. Th p S Jh H, wh pp h Pp h 13h h b f h ph hh. Hv W H Wh h? O, h wm mh, hp h f h.
More information.I1. OTFlcECOPY. i*l*tt, $tr'ciq.el:?i'1'tg* 1 TH COPALPUR TCA COMPI\NY LIMIT D. B.t+r fuwel \-,
H PLPUR MP\Y LM D Re. 0tie : Ft. 12, F, 0, hwihee R, Kkt - 700 016 :2229 1684, F : 2226 990 -i : uei., iute,i W : www.ute.i #: L1 12W8191P10028 Gu e tte P. 0. Gb - 721 P.S, Bi Dit. : iuu Wet Be Dte: tt/
More informationLetting be a field, e.g., of the real numbers, the complex numbers, the rational numbers, the rational functions W(s) of a complex variable s, etc.
1 Polynomial Matrices 1.1 Polynomials Letting be a field, e.g., of the real numbers, the complex numbers, the rational numbers, the rational functions W(s) of a complex variable s, etc., n ws ( ) as a
More informationThe Licking County Health Department 675 Price Rd., Newark, OH (740)
T Liki y Drm 675 Pri R. Nrk O 43055 (740) 349-6535.Liki.r @iki.r A R r # W Ar Pbi Amim i Liki y : U P Sri m LD ff i ri fr fbk iify ri f Br i y fr r mmi P. Imrvm R. J b R.S. M.S. M.B.A. Liki y r mmii m
More informationRGE of d = 6 Operators in SM EFT
RGE of d = 6 Operators in SM EFT Elizabeth Jenkins Department of Physics University of California, San Diego Madrid HEFT2014, September 29, 2014 Papers C. Grojean, E.E. Jenkins, A.V. Manohar and M. Trott,
More informationLecture Note 12: Dynamics of Open Chains: Lagrangian Formulation
ECE5463: Introduction to Robotics Lecture Note 12: Dynamics of Open Chains: Lagrangian Formulation Prof. Wei Zhang Department of Electrical and Computer Engineering Ohio State University Columbus, Ohio,
More informationA. B. JASSO D. SALAZAR H. MONTELONGO MECH ENG VAA T&W QUALITY ENG VAA PLANT MANAGER VAA ACTION RESULTS CURRENT PROCESS CONTROLS DETECTION
I FI M FF YI ( FM) FM MB FM - 96 6 IM I F I M M IBIIY M. MI (h 57-0-000) BY. B. J M Y()/HI() 00-0 KY ugust st; 00 FM (IG.) /9/007 (.) 0 (070) M. B. J. Z H. MG MH G &W QIY G MG I FI QIM I FI M I FF() F
More information1. Introduction. Let P be the orthogonal projection from L2( T ) onto H2( T), where T = {z e C z = 1} and H2(T) is the Hardy space on
Tohoku Math. Journ. 30 (1978), 163-171. ON THE COMPACTNESS OF OPERATORS OF HANKEL TYPE AKIHITO UCHIYAMA (Received December 22, 1976) 1. Introduction. Let P be the orthogonal projection from L2( T ) onto
More informationLecture 7. Quaternions
Matthew T. Mason Mechanics of Manipulation Spring 2012 Today s outline Motivation Motivation have nice geometrical interpretation. have advantages in representing rotation. are cool. Even if you don t
More informationLecture Note 12: Dynamics of Open Chains: Lagrangian Formulation
ECE5463: Introduction to Robotics Lecture Note 12: Dynamics of Open Chains: Lagrangian Formulation Prof. Wei Zhang Department of Electrical and Computer Engineering Ohio State University Columbus, Ohio,
More informationComputing Moore-Penrose Inverses of Ore Polynomial Matrices Yang Zhang
Computing Moore-Penrose Inverses of Ore Polynomial Matrices Yang Zhang Department of Mathematics University of Manitoba, Canada Outline History and motivation. Theorems and algorithms for quaternion polynomials
More information`G 12 */" T A5&2/, ]&>b ; A%/=W, 62 S 35&.1?& S + ( A; 2 ]/0 ; 5 ; L) ( >>S.
01(( +,-. ()*) $%&' "#! : : % $& - "#$ :, (!" -&. #0 12 + 34 2567 () *+ '!" #$%& ; 2 "1? + @)&2 A5&2 () 25& 89:2 *2 72, B97I J$K
More informationDiameter of the Zero Divisor Graph of Semiring of Matrices over Boolean Semiring
International Mathematical Forum, Vol. 9, 2014, no. 29, 1369-1375 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/10.12988/imf.2014.47131 Diameter of the Zero Divisor Graph of Semiring of Matrices over
More informationarxiv: v1 [math.dg] 27 Nov 2007
Finsleroid-regular space developed. Berwald case G.S. Asanov arxiv:0711.4180v1 math.dg] 27 Nov 2007 Division of Theoretical Physics, Moscow State University 119992 Moscow, Russia (e-mail: asanov@newmail.ru)
More information26th Feb To 16th Apr 2017
ST EUPHRASIA SYRO-MALABAR PARISH ADELAIDE NORTH PARISH TEAM Rv F Bj J Cck [P P] M J & J M 26 Fb T 16 A 2017 B V1 I 1 S f L D 16 A 2017 W c c b f x f L f v, f g c g g g f [Kkk] j f f J P K MASS TIMES [Cc
More informationENGG5781 Matrix Analysis and Computations Lecture 8: QR Decomposition
ENGG5781 Matrix Analysis and Computations Lecture 8: QR Decomposition Wing-Kin (Ken) Ma 2017 2018 Term 2 Department of Electronic Engineering The Chinese University of Hong Kong Lecture 8: QR Decomposition
More informationLOWELL WEEKLY JOURNAL
Y G Bk b $ 6 G Y 7 B B B B - BB -BY- B Bk B Qk Q k Q k B g (- -- k Bk G Bk k q B - - - - - $ gb q g bg g g b b q )( 6 B 7 B B k 6 g k 6 B b Y k b - b b k b b b g ( \ bg Y b b k b /% /% b k b b g Y Y k
More informationand A L T O SOLO LOWELL, MICHIGAN, THURSDAY, J U N E Farm Necessities Off State Sales Tax list Now Exempt
H DG N Bg G HN H ND H NG g g g g Yg x x g g gg k B g g g g g g g g g g x g g g k g g g k gg g x g z g g g g k k g g g g k XY- DN H GN DP N PG P D HN DN NPNG D- H HGN HDY N 3 935 Y - H D Y X 93 D B N H
More information3419 MAIN HIGHWAY RETAIL/RESTAURANT SPACE FOR LEASE - COCONUT GROVE
419 MI HIHW R/RR C F - V xclusive gents: resident t. 05.52.04 Director - Retail easing & ales amuel oddle ssociate 1261 20th treet t West venue Miami Beach, F 19 t. 05.52.04 l f. 05.52.6106 419 MI HIHW
More informationGot To Get You Into My Life
Got To Get You Into My Life INTRO VERSE VERSE 2 caonus SOLO BRIDGE ourao Horns THEN 8 bars of keyboard groove, into my life (x5) HORNS Do do do (X2) I was alone, I took a ride, I didn't know what I would
More informationPolynomials with palindromic and unimodal coefficients
Polynomials with palindromic and unimodal coefficients arxiv:60.05629v [math.co] 2 Jan 206 Hua Sun, Yi Wang, Hai-Xia Zhang School of Mathematical Sciences, Dalian University of Technology, Dalian 6024,
More informationComputation of the mtx-vec product based on storage scheme on vector CPUs
BLAS: Basic Linear Algebra Subroutines BLAS: Basic Linear Algebra Subroutines BLAS: Basic Linear Algebra Subroutines Analysis of the Matrix Computation of the mtx-vec product based on storage scheme on
More information1 Multiply Eq. E i by λ 0: (λe i ) (E i ) 2 Multiply Eq. E j by λ and add to Eq. E i : (E i + λe j ) (E i )
Direct Methods for Linear Systems Chapter Direct Methods for Solving Linear Systems Per-Olof Persson persson@berkeleyedu Department of Mathematics University of California, Berkeley Math 18A Numerical
More informationScience is asking questions. And living is not being afraid of the answer. The Science of Breakable Things by Tae Keller STEP 4: rhcbooks.
B 1 K B ic hi Wh i i i? h l v Q 2 h h ll i i i h i i h m? i W B chi b l l G ii v i b 3 i c l ii i qi Gb m 4 i c ll ic G c i i h 5 l c im im l il ci. l m k m k? K G M MMB M X 6 i mim M h l m M X 7 i k h
More informationDiscrete Adaptive Rejection Sampling
Discrete Adaptive Rejection Sampling Daniel R. Sheldon September 30, 2013 Abstract Adaptive rejection sampling (ARS) is an algorithm by Gilks and Wild for drawing samples from a continuous log-concave
More informationECE 546 Lecture 15 Circuit Synthesis
ECE 546 Lecture 15 Circuit Synthesis Spring 018 Jose E. Schutt-Aine Electrical & Computer Engineering University of Illinois jesa@illinois.edu ECE 546 Jose Schutt Aine 1 MOR via Vector Fitting Rational
More informationTable of Contents. AAU is Where you begin has everything to do with where you finish Why should I Join AAU?... 4
Tb U W b v w w 3 W I J U? G S U Mmb Im 5 U Vb Pm Ovvw 7 H Ev W b U Mmb? Ex v Pm (B) U I Pm Smm 3 S G Y S 5 U Vb R G 7 N mm S N Ev D 9 S WHERE YOU BEGIN HS EVERYTHING TO DO WITH WHERE YOU FINISH W v b
More informationSemidefinite Programming
Semidefinite Programming Basics and SOS Fernando Mário de Oliveira Filho Campos do Jordão, 2 November 23 Available at: www.ime.usp.br/~fmario under talks Conic programming V is a real vector space h, i
More informationSpectral Representation of Random Processes
Spectral Representation of Random Processes Example: Represent u(t,x,q) by! u K (t, x, Q) = u k (t, x) k(q) where k(q) are orthogonal polynomials. Single Random Variable:! Let k (Q) be orthogonal with
More informationDigit Polynomials and their application to integer factorization
arxiv:1501.03078v4 [math.nt] 20 Dec 2015 Digit Polynomials and their application to integer factorization Markus Hittmeir University of Salzburg Mathematics Department Abstract This paper presents the
More informationMatrix Algebra Determinant, Inverse matrix. Matrices. A. Fabretti. Mathematics 2 A.Y. 2015/2016. A. Fabretti Matrices
Matrices A. Fabretti Mathematics 2 A.Y. 2015/2016 Table of contents Matrix Algebra Determinant Inverse Matrix Introduction A matrix is a rectangular array of numbers. The size of a matrix is indicated
More informationMatrix Algebra & Elementary Matrices
Matrix lgebra & Elementary Matrices To add two matrices, they must have identical dimensions. To multiply them the number of columns of the first must equal the number of rows of the second. The laws below
More information1 r. Published on 28 January Abstract. will be discussed period Recently frequency jumps
L R R 6 L L R R 6 R ˆ R - - ˆ 6 ˆ ˆ ˆ q q R R G P S G P S N A 4 N A D P U D C P U C B CO 89 -z 9 B CO 89 z9 U S R A q q q G q P q S U S A N A N A @ N A W W A 8 J A D 8 J P U C P 8 J P 8 J A A B CO 89 z
More informationWEAR A COLLAR RAISE A DOLLAR THIS
WEAR A COLLAR RAISE A DOLLAR THIS f Ac D A Wc Thk f k f Db. Db h f h f Ac D A b h Ocb., h W h f, b D. c h A D c f A Ab Ac D A T Rx A Ib T Ac D A Lb G R h h hc b. O, f h k, k k h b ffc, f b, f hch k k ch
More informationRESOURCE, SUPPORT, AND DEVELOPMENT, INC
RESOURCE, SUPPORT, AND DEVELOPMENT, INC BOARD OF DIRECTORS Pd Pk E. K V-Pd B R S L Bd-Sw Ld Tk Nk Edwd A DB Dv S ADMINISTRATIVE TEAM Pvd v dvd w db B, Hd, Lww, d Rd Ld, M A Pb R.S.D., I Smm 2006 Vm 5 CEO
More informationWILLPOWER! yalerep.org. WILL POWER! is supported by YALE REPERTORY THEATRE STUDY GUIDE WRITERS EDITORS SPECIAL THANKS
2016 G YALE REPERTORY THEATRE J B A D V N M D TUDY GUIDE WRITER WILL POWER! 2015 16 E U A P I Nw A F J M F T B Y D, MFA 16 P D L AH P Y D, MFA 17 P D EDITOR A Bk L M R C L A P M PECIAL THANK N H, J K,
More informationEXAMPLE CFG. L = {a 2n : n 1 } L = {a 2n : n 0 } S asa aa. L = {a n b : n 0 } L = {a n b : n 1 } S asb ab S 1S00 S 1S00 100
EXAMPLE CFG L = {a 2n : n 1 } L = {a 2n : n 0 } S asa aa S asa L = {a n b : n 0 } L = {a n b : n 1 } S as b S as ab L { a b : n 0} L { a b : n 1} S asb S asb ab n 2n n 2n L {1 0 : n 0} L {1 0 : n 1} S
More information2 k, 2 k r and 2 k-p Factorial Designs
2 k, 2 k r and 2 k-p Factorial Designs 1 Types of Experimental Designs! Full Factorial Design: " Uses all possible combinations of all levels of all factors. n=3*2*2=12 Too costly! 2 Types of Experimental
More informationP3.C8.COMPLEX NUMBERS
Recall: Within the real number system, we can solve equation of the form and b 2 4ac 0. ax 2 + bx + c =0, where a, b, c R What is R? They are real numbers on the number line e.g: 2, 4, π, 3.167, 2 3 Therefore,
More information-$! " #$%&! ' () * +,,,)* -./ ( 01! 6 %&! +,,.: - 1?* 'F! %&! '3*4 -$ ):7 +,,
((((( +,-. ()* $%&' "#! : :!, %& ' ()*+ $ " -$! " #$%&! ' () * +,,,)* -. ( 01! '% 6):7 -$'1& '*6 )78 %&! +,, 79.& 2* '3*4 0 (A 6>* & ' BC D$!E.?@$* '*! ;4 6 %&! +,,.: - 1?* 'F! %&! '3*4 -$ ):7
More informationLagrangian Duality. Richard Lusby. Department of Management Engineering Technical University of Denmark
Lagrangian Duality Richard Lusby Department of Management Engineering Technical University of Denmark Today s Topics (jg Lagrange Multipliers Lagrangian Relaxation Lagrangian Duality R Lusby (42111) Lagrangian
More informationConsecutive Patterns: From Permutations to Column-ConvexAugust Polyominoes 10, 2010 and Back 1 / 36
Consecutive Patterns: From Permutations to Column-Convex Polyominoes and Back Don Rawlings Mark Tiefenbruck California Polytechnic State University University of California San Luis Obispo, Ca. 93407 San
More informationElements of Applied Cryptography Public key encryption
Network Security Elements of Applied Cryptography Public key encryption! Public key cryptosystem! RSA and the factorization problem! RSA in practice! Other asymmetric ciphers Asymmetric Encryption Scheme
More informationSolutionbank M1 Edexcel AS and A Level Modular Mathematics
file://c:\users\buba\kaz\ouba\m_6_a_.html Page of Exercise A, Question A bird flies 5 km due north and then 7 km due east. How far is the bird from its original position, and in what direction? d = \ 5
More informationFlint Ward 1 !( 1. Voting Precinct Map «13 «15 «10. Legend. Precinct Number. Precinct Boundaries. Streets. Hydrography. Date: 1/18/2017.
T c K Tb K p b b F H O N F H ff ff p V H G F Y 2 Rx G J J Kcbc T H F H p p p p H Hb Gc O R IOOO RTENT V Jc K Ox F Hb Ox F G x R b 6 1 R F R b c j p G E F 1 R p bb G H Gc Y Hb 2 F 3 4 b R K K V R H p Rbb
More informationHISTORY HOW TO FIX. Service Delivery Strategy Efficiency & Tax Equity for Local Governments 5/4/2018. Service Delivery in Georgia:
Sv Dvy Sy Effy & Tx Eqy f Gvm Svh, G J 2018 Sv Dvy G: HISTORY HOW TO FIX Mh, 1 SERVIE DEIVERY IN GEORGIA OUNTIES AND ITIES HOW TO ADDRESS INEQUITIES y-y Sv: 1777 1970 y Sv my f h f f h y. Jy Fdd Sv fm
More informationWhen is the Ring of 2x2 Matrices over a Ring Galois?
International Journal of Algebra, Vol. 7, 2013, no. 9, 439-444 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/10.12988/ija.2013.3445 When is the Ring of 2x2 Matrices over a Ring Galois? Audrey Nelson Department
More informationVECTOR ALGEBRA. 3. write a linear vector in the direction of the sum of the vector a = 2i + 2j 5k and
1 mark questions VECTOR ALGEBRA 1. Find a vector in the direction of vector 2i 3j + 6k which has magnitude 21 units Ans. 6i-9j+18k 2. Find a vector a of magnitude 5 2, making an angle of π with X- axis,
More informationRelating DFT to N=2 gauged supergravity
Relating DFT to N=2 gauged supergravity Erik Plauschinn LMU Munich Chengdu 29.07.2016 based on... This talk is based on :: Relating double field theory to the scalar potential of N=2 gauged supergravity
More informationRENEWABLE IDEA LESSON PLANS
RENEWABLE IDEA LESSON PLANS LESSON PLANS ESSON PLANS CONTENT LESSON PLAN 1 Mv: W k b? W? P E N T 4 R T m vm. T, m. C 3R m. U 4 R, b, b, b. T b mk k m mm m. AIM T b b 4R. OBJECTIVES T k b b. T 3R b v b.
More informationON THE GLOBAL KRYLOV SUBSPACE METHODS FOR SOLVING GENERAL COUPLED MATRIX EQUATIONS
ON THE GLOBAL KRYLOV SUBSPACE METHODS FOR SOLVING GENERAL COUPLED MATRIX EQUATIONS Fatemeh Panjeh Ali Beik and Davod Khojasteh Salkuyeh, Department of Mathematics, Vali-e-Asr University of Rafsanjan, Rafsanjan,
More informationW I T H M i A. L I O E T O W A R D ISTOlNrE ^ I S T D C H A. n i T Y F O R - A L L. "
J/ H L D N D H Y F L L L N LLL KN NY H Y 2 95 HL N NG F L G NG F LNDD H H J F NH D K GN L _ L L :? H F K b H Y L DD Y N? N L L LD H LL LLL LNNG LL J K N 3 ND DL6 N Lb L F KF FH D LD3 D ND ND F ND LKKN
More informationPrayer. Volume III, Issue 17 January 11, Martin Luther King Jr. Prayer. Assumption Catholic School 1
Vm III, I 17 J 11, 2017 TROJAN NEW W Rpb Cz, E Cmm, L L L, d A Ch wh bd mm d mk p. P M Lh K J. P Gd h h h Am d A h wd, W w h h hh w; w whh M w h bh. A w whh h h wd w B h wd pwh, Ad h p p hk. A w whh m
More informationFor more information visit here:
The length or the magnitude of the vector = (a, b, c) is defined by w = a 2 +b 2 +c 2 A vector may be divided by its own length to convert it into a unit vector, i.e.? = u / u. (The vectors have been denoted
More informationExploring Extended Scalar Sectors with Di Higgs Signals: A Higgs EFT Perspective
Exploring Extended Scalar Sectors with Di Higgs Signals: A Higgs EFT Perspective Tyler Corbett Melbourne Node arxiv:1705.02551, with Aniket Joglekar (Chicago), Hao-Lin Li (Amherst), Jiang-Hao Yu (Amherst).
More informationQuaternions An Algebraic View (Supplement)
Quaternions Algebraic View (Supplement) 1 Quaternions An Algebraic View (Supplement) Note. You likely first encounter the quaternions in Introduction to Modern Algebra. John Fraleigh s A First Course in
More informationDirectional Control Schemes for Multivariate Categorical Processes
Directional Control Schemes for Multivariate Categorical Processes Nankai University Email: chlzou@yahoo.com.cn Homepage: math.nankai.edu.cn/ chlzou (Joint work with Mr. Jian Li and Prof. Fugee Tsung)
More informationChapter XI Novanion rings
Chapter XI Novanion rings 11.1 Introduction. In this chapter we continue to provide general structures for theories in physics. J. F. Adams proved in 1960 that the only possible division algebras are at
More informationS-REGULARITY AND THE CORONA FACTORIZATION PROPERTY
MATH. SCAND. 99 (2006), 204 216 S-REGULARITY AND THE CORONA FACTORIZATION PROPERTY D. KUCEROVSKY and P. W. NG Abstract Stability is an important and fundamental property of C -algebras. Given a short exact
More informationBLAS: Basic Linear Algebra Subroutines Analysis of the Matrix-Vector-Product Analysis of Matrix-Matrix Product
Level-1 BLAS: SAXPY BLAS-Notation: S single precision (D for double, C for complex) A α scalar X vector P plus operation Y vector SAXPY: y = αx + y Vectorization of SAXPY (αx + y) by pipelining: page 8
More informationPROBLEMS AND SOLUTIONS
PROBLEMS AND SOLUTIONS A book-voucher prize will be awarded to the best solution of a starred problem. Only solutions from Junior Members will be considered for the prizes. If equally good solutions are
More information