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Genetic Algorithms and Genetic Programming
Modern Concepts and Practical Applications
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Genetic algorithms and genetics programming are known to achieve robust, high-quality solutions to difficult problems. Due to increasing computing power, these methods have been successfully applied to problems in logistics, data mining, and various other fields with complex data. "Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications" introduces basic concepts in an intuitive way. Designed as both a reference and self-study guide for readers from different backgrounds, the book includes theoretical material as well as practical applications. It also provides a supplementary web page with software and source code for heuristic laboratory work, along with illustrative examples.
Subject categories
- Academic > Mathematics > General > Logic, Symbolic and mathematical
- Academic > Mathematics > Instruments and machines
- Academic > Mathematics > Analytic mechanics
- Academic > Logic > Combinatory logic
- Academic > Logic > Algorithms; Congresses
- Computers > Database Management > Data Mining
- Mathematics > Number Systems
- Computers > Information Technology
ISBNs
1420011324
9781420011326
9781584886297