Introduction to evolutionary computing / [electronic resource]
Eiben, Agoston E.
Introduction to evolutionary computing / [electronic resource] A.E. Eiben, J.E. Smith - Second edition - Berlin, Germany : Springer, 2015 - 1 online resource (xi, 287 pages) : illustrations - Natural computing series . - Natural computing series .
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
9783662448748 (E-book)
EVOLUTIONARY PROGRAMMING (COMPUTER SCIENCE)
EVOLUTIONARY COMPUTATION
QA 76.618 / E48I 2015
Introduction to evolutionary computing / [electronic resource] A.E. Eiben, J.E. Smith - Second edition - Berlin, Germany : Springer, 2015 - 1 online resource (xi, 287 pages) : illustrations - Natural computing series . - Natural computing series .
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
9783662448748 (E-book)
EVOLUTIONARY PROGRAMMING (COMPUTER SCIENCE)
EVOLUTIONARY COMPUTATION
QA 76.618 / E48I 2015