Grouping Genetic Algorithms: Advances and Applications (Studies in Computational Intelligence #666)
by Michael Mutingi and Charles Mbohwa
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BookPal × TalezoGrouping Genetic Algorithms
This book presents advances and innovations in grouping genetic algorithms, enriched with new and unique heuristic optimization techniques. These algorithms are specially designed for solving industrial grouping problems where system entities are to be partitioned or clustered into efficient groups according to a set of guiding decision criteria. Examples of such problems are: vehicle routing problems, team formation problems, timetabling problems, assembly line balancing, group maintenance planning, modular design, and task assignment. A wide range of industrial grouping problems, drawn from diverse fields such as logistics, supply chain management, project management, manufacturing systems, engineering design and healthcare, are presented. Typical complex industrial grouping problems, with multiple decision criteria and constraints, are clearly described using illustrative diagrams and formulations. The problems are mapped into a common group structure that can conveniently be used as an input scheme to specific variants of grouping genetic algorithms. Unique heuristic grouping techniques are developed to handle grouping problems efficiently and effectively. Illustrative examples and computational results are presented in tables and graphs to demonstrate the efficiency and effectiveness of the algorithms.
Researchers, decision analysts, software developers, and graduate students from various disciplines will find this in-depth reader-friendly exposition of advances and applications of grouping genetic algorithms an interesting, informative and valuable resource.
The book, Grouping Genetic Algorithms: Advances and Applications (Studies in Computational Intelligence #666) [Bulk, Wholesale, Quantity] ISBN#9783319830483 in Paperback by Michael Mutingi, Charles Mbohwa may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.
Details
- Publisher
- Springer International Publishing
- Authors
- Michael Mutingi, Charles Mbohwa
- Format
- Paperback
- Published
- Jun 16, 2018
- ISBN-13
- 9783319830483
- Pages
- 243
- Printing
- Printed on demand
Grouping Genetic Algorithms in bulk: pricing
Volume pricing applies automatically in your cart. No codes, no account needed.
| Copies | Price per copy | You save |
|---|---|---|
| 25 – 49 | $140.79 | 12% off list |
| 50 – 99 | $139.19 | 13% off list |
| 100+ | $137.59 | 14% off list |
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