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Meta-Heuristics: Theory & Applications Book

Meta-Heuristics: Theory & Applications
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  • Meta-Heuristics: Theory & Applications
  • Written by author Ibrahim H. Osman
  • Published by Springer-Verlag New York, LLC, April 2002
  • Meta-heuristics have developed dramatically since their inception in the early 1980's. They have had widespread success in attacking a variety of practical and difficult combinatorial optimization problems. They incorporate concepts based on biological ev
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Ch. 1Meta-Heuristics: An Overview1
Ch. 2A Parallel Genetic Algorithm for the Set Partitioning Problem23
Ch. 3Evolutionary Computation and Heuristics37
Ch. 4Gene Pool Recombination in Genetic Algorithms53
Ch. 5Genetic and Local Search Algorithms as Robust and Simple Optimization Tools63
Ch. 6Comparison of Heuristic Algorithms for the Degree Constrained Minimum Spanning Tree83
Ch. 7An Aggressive Search Procedure for the Bipartite Drawing Problem97
Ch. 8Guided Search for the Shortest Path on Transportation Networks115
Ch. 9A Metaheuristic for the Timetabling Problem133
Ch. 10Complex Sequencing Problems and Local Search Heuristics151
Ch. 11Heuristic Algorithms for Single Processor Scheduling with Earliness and Flow Time Penalties167
Ch. 12Heuristics for the Optimal Control of Thermal Energy Storage183
Ch. 13Exploiting Block Structure to Improve Resource-Constrained Project Schedules203
Ch. 14Combining the Large-Step Optimization with Tabu-Search: Application to The Job-Shop Scheduling Problem219
Ch. 15Job-Shop Scheduling by Simulated Annealing Combined with Deterministic Local Search237
Ch. 16Cybernetic Optimization of Simulated Annealing: An Implementation of Parallel Processing Using Probabilistic Feedback Control249
Ch. 17A Simulated Annealing Algorithm for the Computation of Marginal Costs of Telecommunication Links265
Ch. 18Learning to Recognize (Un) Promising Simulated Annealing Runs: Efficient Search Procedures for Job Shop Scheduling and Vehicle Routing277
Ch. 19A Preliminary Investigation into the Performance of Heuristic Search Methods Applied to Compound Combinatorial Problems299
Ch. 20Tabu Search, Combination and Integration319
Ch. 21Vector Quantization with the Reactive Tabu Search331
Ch. 22Tabu Thresholding for the Frequency Assignment Problem343
Ch. 23A New Tabu Search Approach to the 0-1 Equicut Problem361
Ch. 24Simple Tabu Thresholding and the Pallet Loading Problem379
Ch. 25Critical Event Tabu Search for Multidimensional Knapsack Problems407
Ch. 26Solving Dynamic Stochastic Control Problems in Finance Using Tabu Search with Variable Scaling429
Ch. 27Comparison of Heuristics for the 0-1 Multidimensional Knapsack Problem449
Ch. 28Probabilistic Move Selection in Tabu Search for Zero-One Mixed Integer Programming Problems467
Ch. 29A Star-Shaped Diversification Approach in Tabu Search489
Ch. 30Communication Issues in Designing Cooperative Multi-Thread Parallel Searches503
Ch. 31A Study on Algorithms for Selecting r Best Elements from An Array523
Ch. 32A Modified Tabu Thresholding Approach for the Generalised Restricted Vertex Colouring Problem537
Ch. 33Chunking Applied to Reactive Tabu Search555
Ch. 34Tabu Search on the Geometric Traveling Salesman Problem571
Ch. 35Mixing Different Components of Metaheuristics589
Ch. 36A Probabilistic Analysis of Local Search605
Ch. 37The Clustered Traveling Salesman Problem: A Genetic Approach619
Ch. 38A Tabu Search Based Heuristic for Arc Routing with a Capacity Constraint and Time Deadline633
Ch. 39Supervision in the Self-Organizing Feature Map: Application to the Vehicle Routing Problem651
Ch. 40A Parallel Tabu Search Algorithm Using Ejection Chains for the Vehicle Routing Problem661
Ch. 41Fast Local Search Algorithms for the Handicapped Persons Transportation Problem677


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