000			01858cam a2200289 a 4500
008			100321s2010 flua 001 0 eng
010			_a2009019804
020			_a9781439803691 (hc : alk. paper)
035			_a(Sirsi) u5502
040			_aEG-CaNU _c EG-CaNU _d EG-CaNU
042			_ancode
082	0	0	_a006.31 _2 22
100	1		_aIba, Hitoshi. _910947
245	1	0	_aApplied genetic programming and machine learning / _c Hitoshi Iba, Topon Kumar Paul, Yoshihiko Hasegawa.
260			_aBoca Raton : _b CRC Press, _c c2010.
300			_axxvi, 327 p. : _b ill. ; _c 25 cm.
490	0		_aThe CRC Press international series on computational intelligence
504			_aIncludes bibliographical references and index.
505	0		_aGenetic Programming -- Numerical Approach to Genetic Programming -- Classification by Ensemble of Genetic Programming Rules -- Probabilistic Program Evolution.
520	3		_aReflecting rapidly developing concepts and newly emerging paradigms in intelligent machines, this text is the first to integrate genetic programming and machine learning techniques to solve diverse real-world tasks.These tasks include financial data prediction, day-trading rule development; and bio-marker selection. Written by a leading authority, this text will teach readers how to use machine learning techniques, make learning operators that efficiently sample a search space, navigate the search process through the design of objective fitness functions, and examine the search performance of the evolutionary system. All source codes and GUIs are available for download from the author's website
650		0	_aMachine learning. _9107
650		0	_aGenetic programming (Computer science) _9479
700	1		_aPaul, Topon Kumar. _910948
650		0	_aHasegawa, Yoshihiko. _910949
920			_a1439803692 (hc : alk. paper)
596			_a1
999			_c4511 _d4511