Network Models and Optimization: Multiobjective Genetic Algorithm ApproachNetwork models are critical tools in business, management, science and industry. Network Models and Optimization: Multiobjective Genetic Algorithm Approach presents an insightful, comprehensive, and up-to-date treatment of multiple objective genetic algorithms to network optimization problems in many disciplines, such as engineering, computer science, operations research, transportation, telecommunication, and manufacturing. Network Models and Optimization: Multiobjective Genetic Algorithm Approach extensively covers algorithms and applications, including shortest path problems, minimum cost flow problems, maximum flow problems, minimum spanning tree problems, travelling salesman and postman problems, location-allocation problems, project scheduling problems, multistage-based scheduling problems, logistics network problems, communication network problem, and network models in assembly line balancing problems, and airline fleet assignment problems. Network Models and Optimization: Multiobjective Genetic Algorithm Approach can be used both as a student textbook and as a professional reference for practitioners in many disciplines who use network optimization methods to model and solve problems. |
From inside the book
Results 1-5 of 85
... Priority-basedGAforSPPModels...................... 60 2.2.3 ComputationalExperimentsandDiscussions............. 72 2.3 MinimumSpanningTreeModels ............................. 79 2.3.1 MathematicalFormulationoftheMSTModels ........... 83 ...
... Priority-basedGAforsALBModels....................484 7.2.3 ComputationalExperimentsandDiscussions.............492 7.3 U-shapedAssemblyLineBalancingModel.....................493 7.3.1 MathematicalFormulationofuALBModels .............495 ...
... priority-based encoding routine; calculate objectives zi (P),i = 1,···,q by priority-based decoding routine; create Pareto E(P); evaluate eval(P) by interactive adaptive-weight fitness assignment routine; while (not terminating ...
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Contents
1 | |
49 | |
Logistics Network Models | 135 |
Communication Network Models | 229 |
Advanced Planning and Scheduling Models | 297 |
Project Scheduling Models | 419 |
Assembly Line Balancing Models | 477 |
Tasks Scheduling Models | 551 |
References | 604 |
Index | 687 |
Other editions - View all
Network Models and Optimization: Multiobjective Genetic Algorithm Approach Mitsuo Gen,Runwei Cheng,Lin Lin No preview available - 2008 |
Network Models and Optimization: Multiobjective Genetic Algorithm Approach Mitsuo Gen,Runwei Cheng,Lin Lin No preview available - 2010 |