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1 Numerical Optimizer SIMPLE/Excel 連 係 マニュアル V18 株 式 会 社 NTTデータ 数 理 システム 2016 年 3 月
2 SIMPLE Numerical Optimizer Numerical Optimizer SIMPLE Numerical Optimizer Numerical Optimizer name solve(); dump() NUOPT GUI NUOPT
3 iii NUOPT Tips FAQ Tips FAQ NUOPT SIMPLE NUOPT dump() SIMPLE Numerical Optimizer Excel Numerical Optimizer
4
5 1 Numerical Optimizer Numerical Optimizer Microsoft Numerical Optimizer SIMPLE Numerical Optimizer Numerical Optimizer Numerical Optimizer Numerical Optimizer GUI SIMPLE Numerical Optimizer/SIMPLE Numerical Optimizer \SAMPLES Numerical Optimizer 32bit Windows C:\Program Files\Mathematical Systems Inc\NUOPT 64bit Windows C:\Program Files (x86)\mathematical Systems Inc\NUOPT OS NUOPT
6 Tips FAQ
7 2 Excel Excel2007 Excel Excel Excel > -> MSI Solutions -> NUOPT -> Excel 1 Excel Excel bit 2 Excel Excel bit 3 Excel Excel bit
8
9 : 2 A,B / A 6t 4t B 1t 6t / 12t 24t A,B A 180 B 160 / A,B Numerical Optimizer
10 6 3 SIMPLE Numerical Optimizer SIMPLE Numerical Optimizer SIMPLE SIMPLE 1 x y A / B / 180x + 160y /
11 x + y 12 / 4x + 6y 24 / 0 x 5 A 0 y 5 B SIMPLE SIMPLE Parameter OilField = {A, B} Product = {, } costx i, i OilField norma j, j Product prodx i, j, i OilField, j Product upperx i / j / i j / / x i, i OilField i / costx A x A + costx B x B / prodx i, j x i norma j, j Product j / i OilField 0 x i upperx, i OilField i SIMPLE 4 sample1.smp sample1.smp // 4 Parameter name="..."
12 8 3 Set OilField(name=" "); Element i(set=oilfield); // Set Product(name=" "); Element j(set=product); // i / Parameter costx(name=" ", index=i); // j / Parameter norma(name=" ", index=j); // i j / Parameter prodx(name=" ", index=(i,j)); // / Parameter upperx(name=" "); // i / IntegerVariable x(name=" ", index=i); // / Objective cost(name=" ", type=minimize); cost = sum(costx[i]*x[i], i); // j / sum(prodx[i,j]*x[i], i) >= norma[j]; // i 0 <= x[i] <= upperx; Parameter.dat " " = [" A"] 180 [" B"] 160; " " = [" "] 12 [" "] 24; " " = [" A", " "] 6 [" A", " "] 4 [" B", " "] 1 [" B", " "] 6 ; " " = 5; data1.dat Numerical Optimizer GUI GUI 3.1.3
![index=i); // / Objective cost(name=" ", type=minimize); cost = sum(costx[i]*x[i], i); // j / sum(prodx[i,j]*x[i], i) >= norma[j]; // i 0 <= x[i] <= upperx;](/docs-images/44/20595217/images/page_12.jpg "Parameter.dat \" \" = [\" A\"] 180 [\" B\"] 160; \" \" = [\" \"] 12 [\" \"] 24; \" \" = [\" A\", \" \"] 6 [\" A\", \" \"] 4 [\" B\", \" \"] 1 [\" B\", \" \"] 6 ; \" \" = 5; data1.")
13 data1.dat Numerical Optimizer Numerical Optimizer Numerical Optimizer Numerical Optimizer.xls 5 5 Numerical Optimizer 3.1.4
14 10 3 Numerical Optimizer 3 B5 C4,D4 A B C5,D5 B5 NUOPT NUOPT NUOPT 7 NSimpleDataSheet
15 C4,D4 NUOPT C5,D5 NUOPT NUOPT
16 12 3 NUOPT 3 C5,D5
17 Numerical Optimizer Excel NUOPT SIMPLE 1 1 Parameter Set 8 C5 9 C4,D4 8 Numerical Optimizer 9 2
18 14 3
19 OK 10 B8 C7,D7 C8,D8 1. B8 10 NSimpleDataPrintSheet
20 C7,D7 3. C8,D8 NUOPT 4. C8,D8 5. Excel NUOPT
21 SIMPLE 1 Set 6. C7,D NUOPT OK B10
22 B11,B12 A B 2 C10,D10 C11,C12,D11,D12 B10 NUOPT 2 B11,B12 NUOPT C10,D10 NUOPT 2 4 C11,C12,D11,D12 NUOPT NUOPT C11,C12,D11,D12 Excel NUOPT SIMPLE 2 Set 2 2
23 Parameter prodx(name=" ", index=(i,j)); i j B11,B12 C10,D10 2 (1),(2)
24 20 3 B14 C14 B14 C14 NUOPT C14 Excel NUOPT SIMPLE 0 Set
25 Numerical Optimizer Numerical Optimizer Numerical Optimizer Numerical Optimizer Numerical Optimizer Excel SIMPLE Numerical Optimizer Numerical Optimizer Numerical Optimizer
26 22 3 Numerical Optimizer Numerical Optimizer B20 C19,D19 A B C20,D20 Numerical Optimizer NUOPT 1. B20 NUOPT 2. C19,D19 NUOPT
27 C20,D20 NUOPT NUOPT NUOPT 1. C20,D20 2. Excel NUOPT SIMPLE 1 Set 3. C19,D19
28 OK B22 C22 NUOPT 1. B22 NUOPT 2. C22 NUOPT NUOPT NUOPT 1. C22 2. Excel NUOPT SIMPLE 0 Set
29 OK SIMPLE sample1.smp sample1.smp solve(); solve(); solve(); solve();
30 26 3 x cost 2.val.dump(); solve(); solve(); Numerical Optimizer GUI Numerical Optimizer GUI Windows Excel NUOPT NUOPT GUI Numerical Optimizer GUI GUI
31 GUI GUI sample1 sample1 sample1
32 28 3 NUOPT Numerical Optimizer
33 : Numerical Optimizer 1 0
34 SIMPLE Numerical Optimizer 3.2.3
35 SIMPLE Numerical Optimizer SIMPLE SIMPLE 2 JOB = {,,,,, } PEOPLE = {,,,, } 0-1 x jp, j JOB, p PEOPLE j p x jp = 1 x jp = 0 cost jp, j JOB, p PEOPLE jyukuren jp, j JOB, p PEOPLE necessary j, j JOB quality j, j JOB j p j p j j cost jp x jp j,p x jp = necessary j, j Job p x jp 3, p PEOPLE j jyukuren jp x jp quality j, j JOB p x jp 1, p PEOPLE j, j {, } 3 SIMPLE Parameter
36 32 3 SIMPLE SIMPLE sample2.smp sample2.smp // Set Job; Set People; Element j(set = Job); Element p(set = People); // IntegerVariable x(type = binary, index = (j,p),name=" "); // Parameter cost(index = (j,p), name = " "); Parameter jyukuren(index = (j,p), name = " "); Parameter necessary(index = j, name = " "); Parameter quality(index = j, name = " "); // sum(x[j,p],p) == necessary[j]; // 3 sum(x[j,p],j) <= 3; // sum(x[j,p]*jyukuren[j,p],p) >= quality[j]; // sum(x[j,p],(j, j == " " j == " ")) <= 1; // Objective total_cost(type = minimize, name = " "); total_cost = sum(cost[j,p]*x[j,p],(j,p)); Parameter.csv 3,,,,,, -1, 3, -2, 3, -4, 5, -2, 3, -4, 5, 0, 3, -2, 3, -1
37 , -3, -1, 1, 1, 2, 2, -2, 2, -3, 4, 5, -2, 0, 1, 5,,,,,, 570,1400, 520,1410, 450,1800,1000,1700,1050,2300, 800,1500, 500,1500, 600, 500, 600,1000,1000,1200,1200, 500,1200, 500,1300,1500,1000,1200,1200,1500,,,2,2,2,2,2,0,1,0,2,0,2,0 3 data1.csv,data2.csv,data3.csv Numerical Optimizer GUI GUI 3 Numerical Optimizer
38 Numerical Optimizer Numerical Optimizer Numerical Optimizer.xls Numerical Optimizer 3.2.4
39 Numerical Optimizer 3 Numerical Optimizer 1 B4 1 B5-B10 2 C4-G4 C5-G10 1 1
40 36 3 B4 NUOPT 2 B5-B10 NUOPT C4-G4 NUOPT
41 C5-G10 NUOPT NUOPT NUOPT 3 C5-G10
42 38 3 Numerical Optimizer Excel NUOPT SIMPLE 2 2 Parameter Set C5 2 SIMPLE
43
44 40 3 OK B12 1 B13-B18 2 C12-G12 C13-G18 NUOPT
45 B13-B18 C12-G12 NUOPT B12-G18 NUOPT
46 42 3 NUOPT B12-G18 Excel NUOPT SIMPLE 2 Set
47 C12 OK C20 B21-B26 C21-C26 D20 B21-B26 D21-D26 B21-B26
48 44 3 C20-D26 NUOPT NUOPT C20-D26 Excel NUOPT SIMPLE 1 Set B21-B26
49 OK Numerical Optimizer Numerical Optimizer Numerical Optimizer 2 Numerical
50 46 3 Optimizer B30 1 B31-B36 2 C30-G30 C31-G36 Numerical Optimizer NUOPT 1. B30 NUOPT
51 B31-B36 NUOPT 3. C30-G30 NUOPT 4. C31-G36 NUOPT NUOPT
52 48 3 NUOPT C31-G36 Excel NUOPT SIMPLE 2 Set
53 OK B38 C38 B38 C38 NUOPT NUOPT NUOPT B38-C38 Excel NUOPT
54 50 3 SIMPLE 0 Set 12 OK SIMPLE sample2.smp 1 12 B39
55 solve(); solve(); ***.dump(); ***.dump(); solve(); sample2.smp solve(); x total_cost dump SIMPLE Numerical Optimizer GUI NUOPT GUI Numerical Optimizer GUI sample2.smp GUI
56 52 3 GUI GUI sample2 sample2 NUOPT Numerical Optimizer
57
58
59 4 Numerical Optimizer SIMPLE Numerical Optimizer 4.1 name Variable x(name=" "); Parameter a(name=" "); Numerical Optimizer name=... Numerical Optimizer Variable z; name Numerical Optimizer z 4.2 solve(); solve(); Numerical Optimizer Variable x; Objective obj; obj = x; x >= -1; simple_printf("before : %f\n",x); solve(); // simple_printf(" after : %f\n",x);
60 56 4 before : STATUS OPTIMAL VALUE_OF_OBJECTIVE after : solve(); before x 0 solve(); after x -1 solve(); solve(); solve(); x >= 2; x.val.print(); -1 2 x >= 2; solve(); Variable x; Objective obj; obj = x; x >= -1; solve(); x >= 2; x.val.print(); 4.3 dump() Excel dump() Variable x; x.val.dump(); Variable y(index=i); y[i].val.dump(); Set S; S.val.dump(); dump() solve();
61 5 NUOPT Numerical Optimizer NUOPT NUOPT GUI Numerical Optimizer GUI Visual Analytics Platform Numerical Optimizer Numerical Optimizer NUOPT... Numerical Optimizer NUOPT...
62 58 5 NUOPT Numerical Optimizer Excel 5.1 GUI GUI Numerical Optimizer GUI Numerical Optimizer GUI Visual Analytics Platform Numerical Optimizer Numerical Optimizer Visual Analytics Platform 1. 2.
63 Numerical Optimizer NUOPT Numerical Optimizer 2
64 60 5 NUOPT 1,2,... NUOPT NUOPT Data 2 2 3
65 5.4 NUOPT 61 2 NUOPT NUOPT C2,D2 C2,D2,E2 5.4 NUOPT NUOPT NUOPT Numerical Optimizer
66 62 5 NUOPT NUOPT 4 OK 5.4.1
67 5.4 NUOPT 63 NUOPT Sheet1 C5,D5
68 64 5 NUOPT Numerical Optimizer Numerical Optimizer Numerical Optimizer Excel SIMPLE SIMPLE Parameter a; 0 SIMPLE Parameter b(index=(i,j)); 2 2 Set Excel 13 SIMPLE Set, OrderedSet 14 SIMPLE Parameter, Variable, IntegerVariable, VariableParameter
69 5.4 NUOPT ,1,2 1,2 Numerical Optimizer NUOPT 15
70 66 5 NUOPT
71 5.4 NUOPT ,2, (1),(2),... 2 Numerical Optimizer 2
72 68 5 NUOPT 1 2 Numerical Optimizer [A, ] = 1 [B, ] = 2 [A, ] = 3 [B, ] = 4 [,A] = 1 [,B] = 2 [,A] = 3 [,B] =
73 5.4 NUOPT Numerical Optimizer GUI Excel Numerical Optimizer OK OK
74 70 5 NUOPT 5.5 NUOPT NUOPT Excel Numerical Optimizer NSimpleDataPrintSheet 1 A1 4 Numerical Optimizer Numerical Optimizer Numerical Optimizer GUI
75 Numerical Optimizer GUI Excel 5.1 GUI
76
77 6 Tips FAQ 6.1 Tips NUOPT Numerical Optimizer Numerical Optimizer Excel NUOPT NUOPT NUOPT NUOPT NUOPT OK SIMPLE.dat Numerical Optimizer.dat SIMPLE Set OrderedSet SIMPLE Parameter, Variable, IntegerVariable, VariableParameter Numerical Optimizer 1,2,...
78 74 6 Tips FAQ Excel NUOPT 6 B2-D3 NUOPT SIMPLE.dat Excel
79 6.1 Tips 75 NUOPT 10 B2-C6 NUOPT SIMPLE.dat 1 2 B6 C3 a[5] a[4] B6
80 76 6 Tips FAQ Excel NUOPT 4 A1-A4 10 C1-D5 NUOPT SIMPLE.dat
81 6.1 Tips Excel NUOPT 12 B2-E4 NUOPT SIMPLE.dat
82 78 6 Tips FAQ Excel NUOPT B3-B5 C2-E2 16 B2-E5 NUOPT SIMPLE.dat
83 6.1 Tips Excel NUOPT B3-B5 C3-C5 D2-E2 6 D3-E5 NUOPT SIMPLE.dat
84 80 6 Tips FAQ Excel NUOPT 20 B2-E6 NUOPT
85 6.1 Tips 81 SIMPLE.dat C2 S Excel NUOPT 12 B2-D5 NUOPT
86 82 6 Tips FAQ SIMPLE.dat B4,C Excel NUOPT B3-B6 C3-C6 15 D2-F6 NUOPT
87 6.2 FAQ 83 SIMPLE.dat C4,C6 C4 C6 6.2 FAQ Excel NUOPT
88 84 6 Tips FAQ 5.1 GUI NUOPT Excel NUOPT Numerical Optimizer 2 SIMPLE Numerical Optimizer Numerical Optimizer GUI (NUOPT 3) Numerical Optimizer/SIMPLE Excel Numerical Optimizer
89 6.2 FAQ SIMPLE NUOPT SIMPLE NUOPT dump() Numerical Optimizer *****.dump();
90 86 6 Tips FAQ Yes NSimpleDataPrintSheet dump SIMPLE NUOPT OK Yes NUOPT Numerical Optimizer Numerical Optimizer Excel Numerical Optimizer Numerical Optimizer excel.dat Numerical Optimizer excel.dat Numerical Optimizer/SIMPLE
91 Numerical Optimizer GUI excel.dat Numerical Optimizer SIMPLE showsystem(); Numerical Optimizer 1 showsystem(); Numerical Optimizer GUI showsystem(); solve();
92
93 C csv D dat... 8, 73 dump...26, 51, 56, 85 E excel.dat...86, 87 Excel...13, , 52, 58, 71 G GUI...26, 51, 57, 58 I IntegerVariable...64, 73 N name... 7, 55 NSimpleDataPrintSheet... 15, 70, 86 NSimpleDataSheet NUOPT...57, 70 O OrderedSet...64, 73 P Parameter...7, 8, 31, 32, 64, 73 S Set...13, 56, 64, 73 showsystem SIMPLE... 13, 64, 85 solve... 25, 51, 55 V Variable...64, 73 VariableParameter...64, , 64, , 52, 58, 70, 83, , 13, 31, 56, 64, 65, , 31, 87 NUOPT... 12, 59 61, 63, 73, 85, 86 NUOPT... 11, 37, 57, , 36, 57, , 36, 57, ,
94 90 65, , 19, 67, , 39, 68, 85, , 37, 68, , 8, 31, 32, , , 22, , 55, 84
Numerical Optimizer SIMPLE チュートリアル V20 株式会社 NTT データ数理システム 2018 年 1 月
Numerical Optimizer SIMPLE チュートリアル V20 株式会社 NTT データ数理システム 2018 年 1 月 1 1 1.1......................................... 1 1.2....................................... 2 2 5 2.1......................................
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PYNUOPT マニュアル V1.2 株式会社 NTT データ数理システム 2018 年 1 月 2 目次 1. はじめに... 3 1.1 サポートプラットフォーム... 3 1.2 インストール... 3 1.3 アンインストール... 8 1.4 簡単なサンプル (LP)... 9 1.5 簡単なサンプル (QP)... 13 2. PYNUOPT 詳細... 15 2.1 solvelp,solveqp...
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Excel ではじめる数値解析 サンプルページ この本の定価 判型などは, 以下の URL からご覧いただけます. このサンプルページの内容は, 初版 1 刷発行時のものです.
Excel ではじめる数値解析 サンプルページ この本の定価 判型などは, 以下の URL からご覧いただけます. http://www.morikita.co.jp/books/mid/009631 このサンプルページの内容は, 初版 1 刷発行時のものです. Excel URL http://www.morikita.co.jp/books/mid/009631 i Microsoft Windows
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