000			02877nam a22005295i 4500
001			978-3-642-32900-5
003			DE-He213
005			20200421112044.0
007			cr nn 008mamaa
008			120913s2013 gw | s |||| 0|eng d
020			_a9783642329005 _9978-3-642-32900-5
024	7		_a10.1007/978-3-642-32900-5 _2doi
050		4	_aQ342
072		7	_aUYQ _2bicssc
072		7	_aCOM004000 _2bisacsh
082	0	4	_a006.3 _223
100	1		_a�Unal, Muhammet. _eauthor.
245	1	0	_aOptimization of PID Controllers Using Ant Colony and Genetic Algorithms _h[electronic resource] / _cby Muhammet �Unal, Ay�ca Ak, Vedat Topuz, Hasan Erdal.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2013.
300			_aXX, 88 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aStudies in Computational Intelligence, _x1860-949X ; _v449
505	0		_aArtificial Neural Networks -- Genetic Algorithm -- Ant Colony Optimization (ACO) -- An Application for Process System Control.
520			_aArtificial neural networks, genetic algorithms and the ant colony optimization algorithm have become a highly effective tool for solving hard optimization problems. As their popularity has increased, applications of these algorithms have grown in more than equal measure. While many of the books available on these subjects only provide a cursory discussion of theory, the present book gives special emphasis to the theoretical background that is behind these algorithms and their applications. Moreover, this book introduces a novel real time control algorithm, that uses genetic algorithm and ant colony optimization algorithms for optimizing PID controller parameters. In general, the present book represents a solid survey on artificial neural networks, genetic algorithms and the ant colony optimization algorithm and introduces novel practical elements related to the application of these methods to  process system control.
650		0	_aEngineering.
650		0	_aArtificial intelligence.
650		0	_aComputational intelligence.
650		0	_aControl engineering.
650	1	4	_aEngineering.
650	2	4	_aComputational Intelligence.
650	2	4	_aControl.
650	2	4	_aArtificial Intelligence (incl. Robotics).
700	1		_aAk, Ay�ca. _eauthor.
700	1		_aTopuz, Vedat. _eauthor.
700	1		_aErdal, Hasan. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642328992
830		0	_aStudies in Computational Intelligence, _x1860-949X ; _v449
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-642-32900-5
912			_aZDB-2-ENG
942			_cEBK
999			_c56786 _d56786