000 01538nam a22002657a 4500
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_d28406
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008 190424b ||||| |||| 00| 0 eng d
020 _a9788177588293
020 _a817758829X
020 _a9788177588293
041 _aEnglish
082 _a006.31
_bGOL
100 _aGoldberg, David E
245 _aGenetic algorithms in search, optimization, and machine learning
_cDavid E Goldberg
260 _aNoida :
_bPearson Education India,
_c1998.
300 _axiii, 412 pages :
_billustrations ;
_c25 cm
505 _t1. A Gentle Introduction To Genetic Algorithms ---
_t2. Genetic Algorithms Revisited: Mathematical Foundations ---
_t3. Computer Implementation Of A Genetic Algorithm ---
_t4. Some Applications Of Genetic Algorithms ---
_t5. Advanced Operators And Techniques In Genetic Search ---
_t6. Introduction To Genetics-Based Machine Learning ---
_t7. Applications Of Genetics-Based Machine Learning ---
_t8. A Look Back, A Glance Ahead.
520 _aThis book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields. Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs.
650 _aGenetic algorithms.
650 _aMachine learning.
650 _aCombinatorial optimization.
650 _aAlgorithms
942 _2ddc
_cBOOKS