000			03413nam a22006255i 4500
001			978-3-540-30966-6
003			DE-He213
005			20161121231032.0
007			cr nn 008mamaa
008			100301s2006 gw | s |||| 0|eng d
020			_a9783540309666 _9978-3-540-30966-6
024	7		_a10.1007/3-540-30966-7 _2doi
050		4	_aQA402.5-402.6
072		7	_aPBU _2bicssc
072		7	_aMAT003000 _2bisacsh
082	0	4	_a519.6 _223
100	1		_aDréo, Johann. _eauthor.
245	1	0	_aMetaheuristics for Hard Optimization _h[electronic resource] : _bSimulated Annealing, Tabu Search, Evolutionary and Genetic Algorithms, Ant Colonies,… Methods and Case Studies / _cby Johann Dréo, Patrick Siarry, Alain Pétrowski, Eric Taillard.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2006.
300			_aXII, 372 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aPresentation of the Main Metaheuristics -- Simulated Annealing -- Tabu Search -- Evolutionary Algorithms -- Ant Colony Algorithms -- Variants, Extensions and Methodological Advices -- Some Other Metaheuristics -- Extensions -- Methodology -- Case Studies -- Optimization of UMTS Radio Access Networks with Genetic Algorithms -- Genetic Algorithms Applied to Air Traffic Management -- Constraint Programming and Ant Colonies Applied to Vehicle Routing Problems.
520			_aMetaheuristics for Hard Optimization comprises of three parts. The first part is devoted to the detailed presentation of the four most widely known metaheuristics: • the simulated annealing method, • tabu search, • the evolutionary algorithms, • ant colony algorithms. Each one of these metaheuristics is actually a family of methods, of which the essential elements are discussed. In the second part, the book presents some other less widespread metaheuristics, then, extensions of metaheuristics and some ways of research are described . The problem of the choice of a metaheuristic is posed and solution methods are discussed. The last part concentrates on three case studies from telecommunications, air traffic control, and vehicle routing.
650		0	_aMathematics.
650		0	_aOperations research.
650		0	_aDecision making.
650		0	_aComputers.
650		0	_aMathematical optimization.
650		0	_aApplied mathematics.
650		0	_aEngineering mathematics.
650		0	_aControl engineering.
650		0	_aRobotics.
650		0	_aMechatronics.
650		0	_aEngineering economics.
650		0	_aEngineering economy.
650	1	4	_aMathematics.
650	2	4	_aOptimization.
650	2	4	_aOperation Research/Decision Theory.
650	2	4	_aComputing Methodologies.
650	2	4	_aAppl.Mathematics/Computational Methods of Engineering.
650	2	4	_aEngineering Economics, Organization, Logistics, Marketing.
650	2	4	_aControl, Robotics, Mechatronics.
700	1		_aSiarry, Patrick. _eauthor.
700	1		_aPétrowski, Alain. _eauthor.
700	1		_aTaillard, Eric. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783540230229
856	4	0	_uhttp://dx.doi.org/10.1007/3-540-30966-7
912			_aZDB-2-SMA
950			_aMathematics and Statistics (Springer-11649)
999			_c507590 _d507590