New frontier in evolutionary algorithms : theory and applications / Hitoshi Iba, Nasimul Noman
Material type:
TextPublication details: London : Imperial College Press, 2012Description: xii, 304 p. : ill ; 24 cmISBN: - 9781848166813 (hbk.)
- 1848166818 (hbk.)
- New frontiers in evolutionary algorithms
| Item type | Current library | Call number | Copy number | Status | Date due | Barcode | |
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UMPLIB PEKAN | QA76.618 .I23 2012 (Browse shelf(Opens below)) | 1 | Available | 0000083552 |
Includes bibliographical references and index
Introduction -- A practical guide to genetic algorithms using Excel simulators -- Real-valued GA and its variants -- Theoretical background of GA search performance -- The memetic computing approach -- Real-world applications of evolutionary algorithms -- Appendix A : GA simulators -- Appendix B : PSO and BUGS simulators -- Appendix C : Mathematical model of NFL