Network Models and Optimization: Multiobjective Genetic Algorithm Approach
(Sprache: Englisch)
Network models are critical tools in business, management, science and industry. "Network Models and Optimization" presents an insightful, comprehensive, and up-to-date treatment of multiple objective genetic algorithms to network optimization problems in...
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Klappentext zu „Network Models and Optimization: Multiobjective Genetic Algorithm Approach “
Network models are critical tools in business, management, science and industry. "Network Models and Optimization" 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. The book extensively covers algorithms and applications, including shortest path problems, minimum cost flow problems, maximum flow problems, minimum spanning tree problems, traveling 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. The book can be used both as a student textbook and as a professional reference for practitioners who use network optimization methods to model and solve problems.
Inhaltsverzeichnis zu „Network Models and Optimization: Multiobjective Genetic Algorithm Approach “
Multiobjective Genetic Algorithms
Autoren-Porträt von Mitsuo Gen, Runwei Cheng, Lin Lin
Professor Mitsuo Gen is currently a professor of the Graduate School of Information, Production and Systems at Waseda University. He previously worked as a lecturer and professor at Ashikaga Institute of Technology. His research interests include genetic and evolutionary computation; fuzzy logic and neural networks; supply chain network design; optimization for information networks; and advanced planning and scheduling (APS).
Bibliographische Angaben
- Autoren: Mitsuo Gen , Runwei Cheng , Lin Lin
- 2008, 692 Seiten, Maße: 16,9 x 24 cm, Gebunden, Englisch
- Verlag: Springer, London
- ISBN-10: 1848001800
- ISBN-13: 9781848001800
Sprache:
Englisch
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