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010 | _a 2018942523 | ||
020 | _a9783319913391 | ||
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082 | _a006.3824 EV OL | ||
245 | 0 | 0 |
_aEvolutionary and swarm intelligence algorithms _cJagdish Chand Bansal; Pramod Kumar Singh; Nikhil R Pal |
260 |
_aNew York, NY : _bSpringer, _cc2019. |
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300 |
_ax, 190 p. : _bill. ; _c25 cm. |
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490 |
_aStudies in computational intelligence ; _vVol. 779. |
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520 | _aThis book is a delight for academics, researchers and professionals working in evolutionary and swarm computing, computational intelligence, machine learning and engineering design, as well as search and optimization in general. It provides an introduction to the design and development of a number of popular and recent swarm and evolutionary algorithms with a focus on their applications in engineering problems in diverse domains. The topics discussed include particle swarm optimization, the artificial bee colony algorithm, Spider Monkey optimization algorithm, genetic algorithms, constrained multi-objective evolutionary algorithms, genetic programming, and evolutionary fuzzy systems. A friendly and informative treatment of the topics makes this book an ideal reference for beginners and those with experience alike. | ||
650 |
_aSwarm intelligence _932019 |
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650 |
_aEvolutionary computation _917838 |
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700 |
_aBansal, Jagdish Chand, _eEdited by _932373 |
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700 |
_aSingh, Pramod Kumar, _eEdited by _939172 |
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700 |
_aPal, Nikhil R., _eEdited by _939173 |
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856 |
_uhttps://uowd.box.com/s/vputfhdosh2virihawmxbswm3z4qgk21 _zLocation Map |
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942 |
_2ddc _cREGULAR |