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Introduction to evolutionary computing / A.E. Eiben, J.E. Smith [electronic resource]

By: Contributor(s): Material type: Computer fileComputer fileSeries: Natural computing seriesPublication details: Berlin, Germany : Springer, 2015Edition: Second editionDescription: 1 online resource (xi, 287 pages) : illustrationsISBN:
  • 9783662448748 (E-book)
Subject(s): LOC classification:
  • QA 76.618 E48I 2015
Online resources:
Contents:
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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Holdings
Item type Current library Collection Shelving location Call number Status Barcode
E-Book E-Book SPU Library, Bangkok (Main Campus) Electronic Resources On Display QA 76.618 E48I 2015 (Browse shelf(Opens below)) Available 9783662448748
Total holds: 0

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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