دانلود کتاب Optimal Models and Methods with Fuzzy Quantities

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Cover......Page 1
Front Matter......Page 2
General Model for Fu-Fu EVM......Page 7
Algorithm System......Page 14
Chance Operator of Fu-Ro Variables......Page 17
Membership Function......Page 37
Application to Purchasing Problem in a Large-Scale Integrated Steel Plant......Page 51
Level-2 Fuzzy Set, Type-2 Fuzzy Sets and Fu-Fu Variable......Page 3
Linear Fu-Fu EVM and Step Method......Page 8
Linear Fu-Ra EVM and Fuzzy Satisfied Method......Page 13
Fuzzy Sets......Page 21
General Model for Fu-Fu CCM......Page 23
Non-linear Fuzzy EVM and Fuzzy Simulation-Based PSO......Page 28
Fuzzy Arithmetic......Page 36
General Model for Fu-Fu DCM......Page 39
Linear Fu-Ro DCM and -Constraint Method......Page 55
Linear Fuzzy DCM and Ideal Point Method......Page 58
Non-linear Fuzzy DCM and Fuzzy Simulation-Based PSO with Shrinkage Factor......Page 63
Application of Farm Structure Optimization Problem......Page 66
Multi-objective Decision Making with Fuzzy Constraints......Page 72
Farm Structure Optimization Problem under Fuzzy Environment......Page 75
Physics-Based Model System......Page 4
Chance Operator of Fu-Fu Variables......Page 6
General Model for Fu-Ra EVM......Page 10
Non-linear Fu-Ra EVM and Fu-Ra Simulation-Based GA......Page 19
General Model for Fu-Ro CCM......Page 34
Non-linear Fu-Ra CCM and Fu-Ra Simulation-Based Adaptive Weight GA......Page 46
Modelling......Page 52
General Model for Fu-Ro DCM......Page 53
Non-linear Fu-Ro DCM and Fu-Ro Simulation Based Parallel TS......Page 64
Assumptions......Page 68
Possibility Distribution......Page 70
mean-Variance Portfolio Selection Model......Page 73
Another Way to Deal with Fuzzy Random......Page 81
Possibility, Necessity and General Fuzzy Measure......Page 82
Application to Inventory Problems......Page 86
Mathematical Model System......Page 5
Research Ideas and Paradigm: 5MRP......Page 18
Linear Fu-Fu CCM and Lexicographic Method......Page 25
Linear Fu-Fu DCM and Weight Sum Method......Page 40
Nonlinear Fu-Fu DCM and Fu-Fu Simulation Based Adaptive SA......Page 45
Another Way to Deal with Fu-Fu Multi-objective Decision Making Model......Page 60
Fuzzy Set Theory......Page 20
Basic Concepts of Fuzzy Sets......Page 26
Fuzzy Number......Page 33
Non-linear Fu-Ro CCM and Fu-Ro Simulation-Based Parametric TS......Page 47
Modelling for Integrated Reuse Logistics Network under Fuzzy Rough Environment......Page 71
Uncertain Linear Multi-objective Model......Page 74
Application to Beer Company......Page 76
Model Analysis System......Page 9
Membership Function......Page 56
Definition of Fuzzy Variable......Page 77
Expected Value Operator of Fuzzy Variables......Page 87
General Model for Fuzzy EVM......Page 95
Linear Fuzzy EVM and Two-Stage Method......Page 97
Non-linear Fuzzy EVM and Fuzzy Simulation-Based PSO......Page 102
General Model for Fuzzy CCM......Page 110
Linear Fuzzy CCM and Goal Programming Method......Page 113
Non-linear Fuzzy CCM and Fuzzy Simulation-Based PSO with Preference Order......Page 125
General Model for Fuzzy DCM......Page 129
Linear Fuzzy DCM and Ideal Point Method......Page 132
Non-linear Fuzzy DCM and Fuzzy Simulation-Based PSO with Shrinkage Factor......Page 137
Application of Farm Structure Optimization Problem......Page 140
Multi-objective Decision Making with Fuzzy Constraints......Page 146
Multi-objective Decision Making with Fuzzy Objectives......Page 149
Fuzzy Random Multiple Objective Decision Making......Page 152
Portfolio Selection Problem under a Fuzzy Random Environment......Page 153
Definition of Fu-Ra Variable......Page 155
Expected Value Operator of Fu-Ra Variables......Page 157
Chance Operator of Fu-Ra Variables......Page 159
General Model for Fu-Ra EVM......Page 161
Linear Fu-Ra EVM and Fuzzy Satisfied Method......Page 164
Non-linear Fu-Ra EVM and Fu-Ra Simulation-Based GA......Page 170
General Model for Fu-Ra CCM......Page 185
Linear Fu-Ra CCM and Surrogate Worth Trade-Off Method......Page 187
Non-linear Fu-Ra CCM and Fu-Ra Simulation-Based Adaptive Weight GA......Page 197
Fu-Ra DCM......Page 203
General Model for Fu-Ra DCM......Page 204
Linear Fu-Ra DCM and Satisfying Trade-Off Method......Page 206
Non-linear Fu-Ra DCM and Fu-Ra Simulation-Based Compromise GA......Page 215
Assumptions......Page 219
Chance Constrained Portfolio Selection Model......Page 221
mean-Variance Portfolio Selection Model......Page 224
Another Way to Deal with Fuzzy Random......Page 232
$(\\alpha,\\beta)$-Satisfied Solution for Fu-Ra Multi-objective Decision Making Model......Page 233
Application to Inventory Problems......Page 237
Raw Material Purchasing Problem under Bifuzzy Environment......Page 243
Level-2 Fuzzy Set, Type-2 Fuzzy Sets and Fu-Fu Variable......Page 245
Expected Value Operator of Fu-Fu Variables......Page 247
Chance Operator of Fu-Fu Variables......Page 248
General Model for Fu-Fu EVM......Page 249
Linear Fu-Fu EVM and Step Method......Page 250
Nonlinear Fu-Fu EVM and Fu-Fu Simulation Based SA......Page 260
General Model for Fu-Fu CCM......Page 265
Linear Fu-Fu CCM and Lexicographic Method......Page 267
Nonlinear Fu-Fu CCM and Fu-Fu Simulation Based Parallel SA......Page 276
General Model for Fu-Fu DCM......Page 281
Linear Fu-Fu DCM and Weight Sum Method......Page 282
Nonlinear Fu-Fu DCM and Fu-Fu Simulation Based Adaptive SA......Page 287
Application to Purchasing Problem in a Large-Scale Integrated Steel Plant......Page 293
Modelling......Page 294
Model Processing Specification......Page 297
Another Way to Deal with Fu-Fu Multi-objective Decision Making Model......Page 302
Integrated Logistics Problem under Fuzzy Rough Environment......Page 311
Definition of Fu-Ro Variable......Page 314
Expected Value Operator of Fu-Ro Variables......Page 324
Chance Operator of Fu-Ro Variables......Page 327
General Model for Fu-Ro EVM......Page 328
Linear Fu-Ro EVM and Minimax Point Method......Page 330
Non-linear Fu-Ro EVM and Fu-Ro Simulation-Based TS......Page 336
Fu-Ro CCM......Page 343
General Model for Fu-Ro CCM......Page 344
Linear Fu-Ro CCM and Fuzzy Goal Method......Page 346
Non-linear Fu-Ro CCM and Fu-Ro Simulation-Based Parametric TS......Page 357
General Model for Fu-Ro DCM......Page 363
Linear Fu-Ro DCM and -Constraint Method......Page 365
Non-linear Fu-Ro DCM and Fu-Ro Simulation Based Parallel TS......Page 374
Application to Integrated Logistics Network Design Problem......Page 380
Modelling for Integrated Reuse Logistics Network under Fuzzy Rough Environment......Page 381
Uncertain Linear Multi-objective Model......Page 384
Application to Beer Company......Page 386
Methodological System for FLMODM......Page 391
Motivation of Researching FLMODM......Page 392
Physics-Based Model System......Page 394
Mathematical Model System......Page 395
Model Analysis System......Page 399
Algorithm System......Page 404
Research Ideas and Paradigm: 5MRP......Page 408
Back Matter......Page 412