Cover image for Heuristics and metaheuristics for heavily constrained hybrid flowshop problems
Title:
Heuristics and metaheuristics for heavily constrained hybrid flowshop problems
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Publication Information:
Netherland, NE. : IOS Pr., 2011
Physical Description:
xxxi, 315 p. : ill. ; 21 cm.
ISBN:
9781607506782
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30000010277848 QA76.9.A43 U75 2011 r Reference Book UTM Master External Thesis (Closed Access)
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Summary

Summary

Many researchers agree about the existence of a gap between machine scheduling literature on the one hand and scheduling in real-world production environments on the other hand. This book aims to contribute in diminishing this gap.A hybrid flowshop prob


Excerpts

Excerpts

Many researchers agree about the existence of a gap between machine scheduling literature on the one hand and scheduling in real-world production environments on the other hand. This book aims to contribute in diminishing this gap. A hybrid flowshop problem with a combination of many constraints that occur in reality, is addressed. An exact solution method is developed, and some heuristics. Also, a number of metaheuristics is adapted to the problem and several new ones are presented. Comparison is done, enhancing statistical analyses. The solution representation appears to have an important influence on the quality of the results. Multiobjective scheduling is a common need in practice. For Pareto optimization in a hybrid flowshop, two algorithms and a complete methodology for the comparison of approximation algorithms are presented. From the obtained results, one can conclude that methods that work well for relatively simple, theoretical problems do often not behave so well for more complex real-life environments. Therefore, research to this latter kind of problem is highly relevant. IOS Press is an international science, technical and medical publisher of high-quality books for academics, scientists, and professionals in all fields. Some of the areas we publish in: -Biomedicine -Oncology -Artificial intelligence -Databases and information systems -Maritime engineering -Nanotechnology -Geoengineering -All aspects of physics -E-governance -E-commerce -The knowledge economy -Urban studies -Arms control -Understanding and responding to terrorism -Medical informatics -Computer Sciences Excerpted from Heuristics and Metaheuristics for heavily constrained hybrid Flowshop Problems: Dissertations in Artificial Intelligence All rights reserved by the original copyright owners. Excerpts are provided for display purposes only and may not be reproduced, reprinted or distributed without the written permission of the publisher.