000			03037nam a22005295i 4500
001			978-3-319-45403-0
003			DE-He213
005			20200421112224.0
007			cr nn 008mamaa
008			161224s2016 gw | s |||| 0|eng d
020			_a9783319454030 _9978-3-319-45403-0
024	7		_a10.1007/978-3-319-45403-0 _2doi
050		4	_aQ334-342
050		4	_aTJ210.2-211.495
072		7	_aUYQ _2bicssc
072		7	_aTJFM1 _2bicssc
072		7	_aCOM004000 _2bisacsh
082	0	4	_a006.3 _223
245	1	0	_aMetaheuristics _h[electronic resource] / _cedited by Patrick Siarry.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2016.
300			_aXVI, 489 p. 181 illus., 69 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aIntroduction -- Simulated Annealing -- Tabu Search -- Search in Variable Neighborhoods -- The GRASP Search Algorithm -- Evolutionary Algorithms -- Artificial Ants -- Particle Swarms -- Other Metaheuristics -- Other Social Insect Algorithms -- Extending Evolutionary Algorithms for Multiobjective Optimization -- Extending Evolutionary Algorithms for Optimization Under Constraints -- Modeling and Comparison Methods -- Hybrid Metaheuristics for Optimizing Logistics -- Metaheuristics for Vehicle Routing Problems -- Applications in Air Traffic Management.
520			_aMetaheuristics exhibit desirable properties like simplicity, easy parallelizability, and ready applicability to different types of optimization problems. After a comprehensive introduction to the field, the contributed chapters in this book include explanations of the main metaheuristics techniques, including simulated annealing, tabu search, evolutionary algorithms, artificial ants, and particle swarms, followed by chapters that demonstrate their applications to problems such as multiobjective optimization, logistics, vehicle routing, and air traffic management. The authors are leading researchers in this domain, with considerable teaching and applications experience, and the book will be of value to industrial practitioners, graduate students, and research academics.
650		0	_aComputer science.
650		0	_aOperations research.
650		0	_aDecision making.
650		0	_aArtificial intelligence.
650		0	_aMathematical optimization.
650		0	_aComputational intelligence.
650	1	4	_aComputer Science.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aComputational Intelligence.
650	2	4	_aOperation Research/Decision Theory.
650	2	4	_aOptimization.
700	1		_aSiarry, Patrick. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783319454016
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-319-45403-0
912			_aZDB-2-SCS
942			_cEBK
999			_c57551 _d57551