Introduction to evolutionary computing / A.E. Eiben, J.E. Smith [electronic resource]
Material type:
Computer fileSeries: Natural computing seriesPublication details: Berlin, Germany : Springer, 2015Edition: Second editionDescription: 1 online resource (xi, 287 pages) : illustrationsISBN: - 9783662448748 (E-book)
- QA 76.618 E48I 2015
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E-Book
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SPU Library, Bangkok (Main Campus) | Electronic Resources | On Display | QA 76.618 E48I 2015 (Browse shelf(Opens below)) | Available | 9783662448748 |
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Includes bibliographical references and index
Problems to be solved -- Evolutionary computing : The origins -- What is an evolutionary algorithm? -- Representation, mutation, and recombination -- Fitness, selection, and population management -- Popular evolutionary algorithm variants -- Hybridisation with other techniques : memetic algorithms -- Nonstationary and noisy function optimisation -- Multiobjective evolutionary algorithms -- Constraint handling -- Interactive evolutionary algorithms -- Coevolutionary systems -- Theory -- Evolutionary robotics -- Parameters and parameter tuning -- Parameter control -- Working with evolutionary algorithms -- References
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