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