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Bazaraa M.S., Jarvis J.J. — Linear Programming and Network Flows
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Название: Linear Programming and Network Flows
Авторы: Bazaraa M.S., Jarvis J.J.
Аннотация: The authoritative guide to modeling and solving complex problems with linear programming—extensively revised, expanded, and updated
The only book to treat both linear programming techniques and network flows under one cover, Linear Programming and Network Flows, Fourth Edition has been completely updated with the latest developments on the topic. This new edition continues to successfully emphasize modeling concepts, the design and analysis of algorithms, and implementation strategies for problems in a variety of fields, including industrial engineering, management science, operations research, computer science, and mathematics.
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Рубрика: Технология /
Статус предметного указателя: Готов указатель с номерами страниц
ed2k: ed2k stats
Год издания: 1977
Количество страниц: 565
Добавлена в каталог: 17.04.2010
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Предметный указатель
Kuhn — Tucker conditions for inequality constraints 213
Kuhn — Tucker conditions, geometric interpretation of 214
Kuhn — Tucker conditions, proof of 216
Kuhn — Tucker conditions, relationship, to duality 243
Kuhn — Tucker conditions, relationship, to simplex method 212
Labeling algorithm, maximal flow 480
Labeling algorithm, network simplex 423
Labeling algorithm, out-of-kilter 461
Labeling algorithm, shortest path 490
Lagrangian dual problem 303
Lagrangian multipliers 213 337
Legitimate variable 141
Lexicographic validation of cycling prevention rule 170
Lexicographically nonnegative vector 171
Lexicographically positive vector 170
Line segment 58
linear combination 42
Linear dependence 42
Linear equations, basic solution 55
Linear equations, Gaussian reduction 57
Linear equations, general solution 57
Linear equations, number of solutions 56
Linear equations, redundant (dependent) 55
Linear independence 42
Linear inequalities 2 4
Linear programming problem, assumptions in 3
Linear programming problem, canonical form 5 6
Linear programming problem, examples of 7
Linear programming problem, generalized 351
Linear programming problem, geometry of 14
Linear programming problem, standard form 5 6
Linear transformation 504
Link (arc) 364
Lower bounds, on objective function 310 331
Lower bounds, on variables 201 420 509
Lower triangular matrix 46
Machine scheduling problem 29 31
Manipulation of linear program 4
Master, array 309
Master, problem 306
Matrix, adjoint 54
Matrix, definition 44
Matrix, determinant of 52
Matrix, elementary 195
Matrix, identity 46
Matrix, inverse 49
Matrix, nonsingular 49
Matrix, operations 45 47
Matrix, partitioned 46
Matrix, rank of 54
Matrix, singular 49
Matrix, skew-symmetric 46
Matrix, symmetric 46
Matrix, transpose 46
Matrix, triangular 46
Matrix, zero 46
Maximal flow problem, algorithm 477 480
Maximal flow problem, basic solutions 480
Maximal flow problem, cut-sets and dual of 475 476
Maximal flow problem, formulation 474
Maximal flow problem, multicommodity 493 520
Maximal flow-minimal cut theorem 478
Menu planning problem 26
Minimal cost flow problem, algorithm 413 423
Minimal cost flow problem, basis characterization 409 411
Minimal cost flow problem, formulation 405
Minimal cost flow problem, initial solution 419
Minimal cost flow problem, lower-upper bounds on arc flows 420
Minimal cost flow problem, simplex tableau 425
Minimal cost-maximal flow problem 517 518
Minimum ratio test 110 253
Multicommodity, basis characterization 502 505
Multicommodity, decomposition algorithm 496
Multicommodity, maximal flow problem 493 520
Multicommodity, minimal cost flow problem 494
Multicommodity, minimal disconnecting set 521
Multicommodity, transportation problem 348
Network flow problem 404 440 473
Network simplex algorithm, computing, basic solution 413
Network simplex algorithm, computing, dual variables 416
Network simplex algorithm, determination, of entering variable 415
Network simplex algorithm, determination, of exit variable 417
Network simplex algorithm, initial basic feasible solution 419
Network simplex algorithm, labeling algorithm for 423
Network simplex algorithm, lower-upper bounds 420
Network simplex algorithm, pivoting 417
Network simplex algorithm, tableau associated with 425
Network, connected 407
Network, directed 404
New activity 271
Node, capacitated 432
Node, definition 364 404
Node-arc formulation, maximal flow problem 474
Node-arc formulation, multicommodity minimal cost flow problem 494
Node-arc incidence matrix 407
Nonbasic matrix 55 86
Nonbasic variables 86
Nonbinding constraint 214
Nonbreakthrough 459 462 478
Nondegeneracy 86 202 395
Nondegenerate basic feasible solution 86 202
Nonnegativity constraints 2
Nonsimple path 488
Nonsingular matrix 49
Norm of vector 41
Normal to hyperplane 59
Northwest corner rule 368
Notation 24
Number of basic feasible solutions 88 204
Objective contour 16
Objective function, definition 2
Objective function, parametric 278
Objective function, phase I 142
Objective function, phase II 142
Objective function, piecewise linear and convex 433
Objective function, unbounded optimal value 18 93 105 260
Objective function, value 2
Optimal basic feasible solution 218
Optimal control problem 8
Optimal extreme point 83 93
Optimal location problem 27
Optimality criterion 16 102 209 254 260
Origin in transportation problem 353
Origin-destination matrix 521
Out-of-kilter algorithm, dual of 441
Out-of-kilter algorithm, dual variable change 449
Out-of-kilter algorithm, finite convergence 457
Out-of-kilter algorithm, flow change 446
Out-of-kilter algorithm, formulation 441
Out-of-kilter algorithm, kilter numbers and states 444 445
Parametric analysis of cost vector 278
Parametric analysis of right-hand-side vector 282
Partitioned matrix 46
Path in graph, definition 406
Path in graph, nonsimple 488
Path in graph, simple 488
Payoff matrix 291
Personnel training problem 29
Perturbation method 187 296
Perturbation of cost vector 278
Perturbation of right-hand-side vector 282
Phase I problem 142
Phase II problem 142
Piecewise linear objective function 433
Pivot, block 122
Pivot, column 227
Pivot, definition 115
Pivot, element 115
Player, column 291
Player, row 291
Polyhedral cone 66
Polyhedral set 64
Post-optimality analysis 267
Price 249
Price-directive decomposition 352
Primal feasibility 213
Primal problem 2 236
Primal Simplex Method 109 114
Primal-dual method, case of unbounded dual 259
Primal-dual method, development of 257
Primal-dual method, dual of restricted primal problem 258
Primal-dual method, modifying dual solution 259
Primal-dual method, restricted primal problem 258
Primal-dual method, summary of 260
Primal-dual method, tableau format 263
Product form of inverse 128 195
Production scheduling problem 8 28
Production-transportation-inventory problem 435
Programming problem, generalized 351
Programming problem, large scale 305
Programming problem, linear 2
Project management 515
Project selection problem 28
Proportionality assumption 3
Pseudorooted spanning forest 434
Rank of matrix 54
Rank of network flow matrix 407
Rank of transportation matrix 356
Ray 60 62 105
Reduced assignment matrix 384
Redundant, constraints 55
Redundant, geometrically 89
Relationships, primal, versus dual objective values 242
Relationships, primal, versus dual problems 241 242
Replacing vector in the basis 43
Representation of nonbasis vector 120 365 411
Representation theorem, bounded sets 67
Representation theorem, unbounded sets 68 82
Requirement space 18 20 21 23
Resource-directive decomposition 352
Restricted primal problem 258
restrictions see "Constraints"
Return arc 474
Revised simplex method, comparison to simplex method 194
Revised simplex method, summary 190
Right-hand-side vector 2
Rocket launching problem 27
Root arc (root) 364 409
Rooted spanning forest 434
Rooted spanning tree 364 411 503 505
Row operations 48
Row rank 54
Row zero 114
Saturated arc 509
Scalar multiplication of matrix 45
Scalar multiplication of vector 40
Schwartz inequality 41
Sensitivity analysis, addition, of new activity 271
Sensitivity analysis, addition, of new constraint 272
Sensitivity analysis, change, in constraint matrix 270
Sensitivity analysis, change, in cost vector 268
Sensitivity analysis, change, in right-hand-side vector 269
Separating hyperplane, definition 523 524
Separating hyperplane, theorem 523
Set, bounded 66
Set, closed 523
Set, convex 58
Set, operations 25
Shadow prices 229 249
Shortest path, algorithm, for arbitrary costs 485 490
Shortest path, algorithm, for nonnegative costs 484
Shortest path, problem 468 483
Simple path 488
Simplex method, bounded 201
Simplex method, dual 250
Simplex method, finite convergence 110 170 256
Simplex method, initial solution 137 265 368 419
Simplex method, interpretation through Kuhn — Tucker conditions 219
Simplex method, network 413
Simplex method, optimality criterion 102 209 254
Simplex method, pivoting 115
Simplex method, primal 108
Simplex method, transportation 367
Simplex tableau, bounded 204
Simplex tableau, dual 252
Simplex tableau, network 425
Simplex tableau, primal 114
Simplex tableau, transportation 382
Simultaneous equations see "System of linear equations"
Single artificial constraint technique 265
Single artificial variable technique 163
Singular matrix 49
Sink 364 405
Skew-symmetric matrix 46 302
Slack variable 4
Solution, basic feasible 55
Solution, feasible 2
Solution, optimal 15
Solution, space 15
Source 364 405
Space, Euclidean 42
Space, requirement 18
Space, solution 14
Spanning, set 43
Spanning, tree 361 407
Standard form of dual 238
Standard form of linear program 5 6
State variable 9
Stepping stone method 403
Strict convex combination 58
Strong theorem of complementary slackness 303
subproblem 306 308
Sum vector 40
Symmetric matrix 46
System of linear equations, basic solution 55
System of linear equations, Gaussian reduction 57
System of linear equations, general solution 57
System of linear equations, number of solutions 56
System of linear equations, redundant (dependent) 55
Tableau, assignment 385
Tableau, bounded simplex 204
Tableau, dual simplex 252
Tableau, primal-dual 263
Tableau, revised simplex 189
Tableau, simplex 114 382 425
Tableau, transportation 367
Tableau, two-phase 153
Tanker scheduling problem 12
Technological coefficients 2
Termination criterion, infeasibility 18 19 142 157 160 254 260
Termination criterion, optimality 16 21 102 157 209 254 260
Termination criterion, unboundedness 18 24 104 159 209 254 260
Tie breaking rule 169
Tight constraint 246
Totally unimodular matrix 357 411
Tourism problem 300
Traffic assignment problem 33 492
Transportation problem, algorithm for 367
Transportation problem, characterization of basis for 361 364
Transportation problem, definition 10 353
Transportation problem, degeneracy in 378
Transportation problem, properties of constraint matrix 356
Transportation problem, representation of nonbasic vector 365
Transportation problem, simplex tableau associated with 382
Transposition of matrix 46
Transshipment, node 405
Transshipment, problem 391
Traveling salesman problem 432
Tree, correspondence to basis in network flows 361 411
Tree, definition 361 407
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