000			02878nam a22004335i 4500
003			DE-He213
005			20231104114255.0
007			cr nn 008mamaa
008			151011s2015 gw | s |||| 0|eng d
020			_a9783662463536 _z978-3-662-46353-6
024	7		_a10.1007/978-3-662-46353-6 _2doi
050		4	_aQ334-342
072		7	_aUYQ _2bicssc
072		7	_aCOM004000 _2bisacsh
072		7	_aUYQ _2thema006.3 _223
100	1		_aTan, Ying. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut
245	1	0	_aFireworks Algorithm : _bA Novel Swarm Intelligence Optimization Method / _cby Ying Tan.
250			_a1st ed. 2015.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2015.
300			_a1 online resource
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
520			_aThis book is devoted to the state-of-the-art in all aspects of fireworks algorithm (FWA), with particular emphasis on the efficient improved versions of FWA. It describes the most substantial theoretical analysis including basic principle and implementation of FWA and modelling and theoretical analysis of FWA. It covers exhaustively the key recent significant research into the improvements of FWA so far. In addition, the book describes a few advanced topics in the research of FWA, including multi-objective optimization (MOO), discrete FWA (DFWA) for combinatorial optimization, and GPU-based FWA for parallel implementation. In sequels, several successful applications of FWA on non-negative matrix factorization (NMF), text clustering, pattern recognition, and seismic inversion problem, and swarm robotics, are illustrated in details, which might shed new light on more real-world applications in future. Addressing a multidisciplinary topic, it will appeal to researchers and professionals in the areas of metaheuristics, swarm intelligence, evolutionary computation, complex optimization solving, etc.
650		0	_aArtificial intelligence.
650		0	_aEngineering.
650		0	_aElectronic data processing.
650	1	4	_aArtificial Intelligence. _0http://scigraph.springernature.com/things/product-market-codes/I21000
650	2	4	_aComputational Intelligence. _0http://scigraph.springernature.com/things/product-market-codes/T11014
650	2	4	_aNumeric Computing. _0http://scigraph.springernature.com/things/product-market-codes/I1701X
650	2	4	_aRobotics and Automation. _0http://scigraph.springernature.com/things/product-market-codes/T19020
710	2		_aSpringerLink (Online service)
856	4	0	_uhttps://doi.org/10.1007/978-3-662-46353-6 _3Springer eBooks _zOnline access link to the resource
912			_aZDB-2-SCS
999			_c200434014 _d52226
942			_2lcc _cEBK
041			_aeng