Spatially Structured Evolutionary Algorithms: Artificial Evolution in Space and Time (Natural Computing Series)
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Spatially Structured Evolutionary Algorithms
Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured disposition of the population members they bring about new dynamical features that can be harnessed to solve difficult problems faster and more efficiently. This book describes the state of the art in spatially structured EAs by using graph concepts as a unifying theme. The models, their analysis, and their empirical behavior are presented in detail. Moreover, there is new material on non-standard networked population structures such as small-world networks.
The book should be of interest to advanced undergraduate and graduate students working in evolutionary computation, machine learning, and optimization. It should also be useful to researchers and professionals working in fields where the topological structures of populations and their evolution plays a role.
The book, Spatially Structured Evolutionary Algorithms: Artificial Evolution in Space and Time (Natural Computing Series) [Bulk, Wholesale, Quantity] ISBN#9783642063398 in Paperback by Marco Tomassini may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.
Details
- Publisher
- Springer Berlin Heidelberg
- Author
- Marco Tomassini
- Format
- Paperback
- Published
- Oct 21, 2010
- ISBN-13
- 9783642063398
- Pages
- 193
- Printing
- Printed on demand
Spatially Structured Evolutionary Algorithms in bulk: pricing
Volume pricing applies automatically in your cart. No codes, no account needed.
| Copies | Price per copy | You save |
|---|---|---|
| 25 – 49 | $48.39 | 12% off list |
| 50 – 99 | $47.84 | 13% off list |
| 100+ | $47.29 | 14% off list |
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Spatially Structured Evolutionary Algorithms: Artificial Evolution in Space and Time (Natural Computing Series)
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