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007 | cr nn 008mamaa | ||
008 | 170213s2015 gw | s |||| 0|eng d | ||
020 |
_a9783662436318 _9978-3-662-43631-8 |
||
024 | 7 |
_a10.1007/978-3-662-43631-8 _2doi |
|
035 | _ato000561448 | ||
040 |
_aSpringer _cSpringer _dRU-ToGU |
||
050 | 4 | _aQA75.5-76.95 | |
072 | 7 |
_aUY _2bicssc |
|
072 | 7 |
_aUYA _2bicssc |
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_aCOM014000 _2bisacsh |
|
072 | 7 |
_aCOM031000 _2bisacsh |
|
082 | 0 | 4 |
_a004.0151 _223 |
100 | 1 |
_aBrabazon, Anthony. _eauthor. _9318765 |
|
245 | 1 | 0 |
_aNatural Computing Algorithms _helectronic resource _cby Anthony Brabazon, Michael O'Neill, Seán McGarraghy. |
250 | _a1st ed. 2015. | ||
260 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2015. |
||
300 |
_aXX, 554 p. 164 illus., 22 illus. in color. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
||
337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
||
490 | 1 |
_aNatural Computing Series, _x1619-7127 |
|
505 | 0 | _aIntroduction -- Introduction to Evolutionary Computing -- Genetic Algorithms -- Extending the Genetic Algorithm -- Evolution Strategies and Evolutionary Programming -- Differential Evolution -- Genetic Programming -- Particle Swarm Algorithms -- Ant Algorithms -- Honeybee Algorithms -- Other Social Algorithms -- Bacterial Foraging Algorithms -- Neural Networks for Supervised Learning -- Neural Networks for Unsupervised Learning -- Neuroevolution -- Artificial Immune Systems -- An Introduction to Developmental and Grammatical Computing -- Grammar-Based and Developmental Genetic Programming -- Grammatical Evolution -- TAG3P and Developmental TAG3P -- Genetic Regulatory Networks -- An Introduction to Physics-Inspired Computing -- Physics-Inspired Computing Algorithms -- Quantum-Inspired Evolutionary Algorithms -- Plant-Inspired Algorithms -- Chemistry-Inspired Algorithms -- Conclusions -- References -- Index. | |
520 | _aThe field of natural computing has been the focus of a substantial research effort in recent decades. One particular strand of this research concerns the development of computational algorithms using metaphorical inspiration from systems and phenomena that occur in the natural world. These naturally inspired computing algorithms have proven to be successful problem-solvers across domains as diverse as management science, bioinformatics, finance, marketing, engineering, architecture and design. This book is a comprehensive introduction to natural computing algorithms, suitable for academic and industrial researchers and for undergraduate and graduate courses on natural computing in computer science, engineering and management science. | ||
650 | 0 |
_aComputer Science. _9155490 |
|
650 | 0 |
_aOperations research. _9303058 |
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650 | 0 |
_aDecision making. _9294514 |
|
650 | 0 |
_acomputers. _9460101 |
|
650 | 0 |
_aArtificial intelligence. _9274099 |
|
650 | 0 |
_aEconomics, Mathematical. _9304111 |
|
650 | 0 |
_aManagement science. _9459954 |
|
650 | 0 |
_aComputational Intelligence. _9307538 |
|
650 | 1 | 4 |
_aComputer Science. _9155490 |
650 | 2 | 4 |
_aTheory of Computation. _9303507 |
650 | 2 | 4 |
_aComputational Intelligence. _9307538 |
650 | 2 | 4 |
_aArtificial Intelligence (incl. Robotics). _9274102 |
650 | 2 | 4 |
_aOperations Research, Management Science. _9353130 |
650 | 2 | 4 |
_aOperation Research/Decision Theory. _9411428 |
650 | 2 | 4 |
_aQuantitative Finance. _9304891 |
700 | 1 |
_aO'Neill, Michael. _eauthor. _9318766 |
|
700 | 1 |
_aMcGarraghy, Seán. _eauthor. _9468411 |
|
710 | 2 |
_aSpringerLink (Online service) _9143950 |
|
773 | 0 | _tSpringer eBooks | |
830 | 0 |
_aNatural Computing Series, _9318767 |
|
856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-662-43631-8 |
912 | _aZDB-2-SCS | ||
999 | _c415784 |