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Additional Physical Format: | Online version: Gen, Mitsuo, 1944- Genetic algorithms and engineering optimization. New York : Wiley, 2000 (OCoLC)606291555 |
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Material Type: | Internet resource |
Document Type: | Book, Internet Resource |
All Authors / Contributors: |
Mitsuo Gen; Runwei Cheng |
ISBN: | 0471315311 9780471315315 |
OCLC Number: | 41411903 |
Notes: | "A Wiley-Interscience publication." |
Description: | xvi, 495 pages : illustrations ; 25 cm. |
Contents: | 1. Foundations of Genetic Algorithms -- 2. Combinatorial Optimization Problems -- 3. Multiobjective Optimization Problems -- 4. Fuzzy Optimization Problems -- 5. Reliability Design Problems -- 6. Scheduling Problems -- 7. Advanced Transportation Problems -- 8. Network Design and Routing -- 9. Manufacturing Cell Design. |
Series Title: | Wiley series in engineering design and automation. |
Responsibility: | Mitsuo Gen, Runwei Cheng. |
More information: |
Abstract:
Genetic algorithms are probabilistic search techniques based on the principles of biological evolution. As a biological organism evolves to more fully adapt to its environment, a genetic algorithm follows a path of analysis from which a design evolves, one that is optimal for the environmental constraints placed upon it.
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