| 000 | 02822nam a22005295i 4500 | ||
|---|---|---|---|
| 001 | 978-3-662-46353-6 | ||
| 003 | DE-He213 | ||
| 005 | 20200421111201.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 151011s2015 gw | s |||| 0|eng d | ||
| 020 |
_a9783662463536 _9978-3-662-46353-6 |
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| 024 | 7 |
_a10.1007/978-3-662-46353-6 _2doi |
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| 050 | 4 | _aQ334-342 | |
| 050 | 4 | _aTJ210.2-211.495 | |
| 072 | 7 |
_aUYQ _2bicssc |
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| 072 | 7 |
_aTJFM1 _2bicssc |
|
| 072 | 7 |
_aCOM004000 _2bisacsh |
|
| 082 | 0 | 4 |
_a006.3 _223 |
| 100 | 1 |
_aTan, Ying. _eauthor. |
|
| 245 | 1 | 0 |
_aFireworks Algorithm _h[electronic resource] : _bA Novel Swarm Intelligence Optimization Method / _cby Ying Tan. |
| 250 | _a1st ed. 2015. | ||
| 264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2015. |
|
| 300 |
_aXXXIX, 323 p. 102 illus. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 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 | _aComputer science. | |
| 650 | 0 | _aNumerical analysis. | |
| 650 | 0 | _aArtificial intelligence. | |
| 650 | 0 | _aComputational intelligence. | |
| 650 | 0 | _aRobotics. | |
| 650 | 0 | _aAutomation. | |
| 650 | 1 | 4 | _aComputer Science. |
| 650 | 2 | 4 | _aArtificial Intelligence (incl. Robotics). |
| 650 | 2 | 4 | _aComputational Intelligence. |
| 650 | 2 | 4 | _aNumeric Computing. |
| 650 | 2 | 4 | _aRobotics and Automation. |
| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer eBooks | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783662463529 |
| 856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-662-46353-6 |
| 912 | _aZDB-2-SCS | ||
| 942 | _cEBK | ||
| 999 |
_c53819 _d53819 |
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