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020 _a9783319204697
_9978-3-319-20469-7
024 7 _a10.1007/978-3-319-20469-7
_2doi
050 4 _aQA76.9.A43
072 7 _aUMB
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072 7 _aCOM051300
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072 7 _aUMB
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082 0 4 _a518.1
_223
245 1 0 _aAdvances in Swarm and Computational Intelligence
_h[electronic resource] :
_b6th International Conference, ICSI 2015 held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part III /
_cedited by Ying Tan, Yuhui Shi, Fernando Buarque, Alexander Gelbukh, Swagatam Das, Andries Engelbrecht.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXIX, 496 p. 183 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v9142
505 0 _aNovel swarm-based optimization algorithms and applications -- Particle swarm optimization -- Ant colony optimization -- Artificial bee colony algorithms -- Evolutionary and genetic algorithms -- Differential evolution -- Brain storm optimization algorithm -- Biogeography based optimization -- Cuckoo search -- Hybrid methods -- Multi-objective optimization -- Multi-agent systems and swarm robotics -- Neural networks and fuzzy methods -- Data mining approaches -- Information security -- Automation control -- Combinatorial optimization algorithms -- Scheduling and path planning -- Machine learning -- Blind sources separation -- Swarm interaction behavior -- Parameters and system optimization -- Neural networks -- Evolutionary and genetic algorithms -- Fuzzy systems -- Forecasting algorithms -- Classification -- Tracking analysis -- Simulation -- Image and texture analysis -- Dimension reduction -- System optimization -- Segmentation and detection system -- Machine translation -- Virtual management and disaster analysis.
520 _aThis book and its companion volumes, LNCS volumes 9140, 9141 and 9142, constitute the proceedings of the 6th International Conference on Swarm Intelligence, ICSI 2015 held in conjunction with the Second BRICS Congress on Computational Intelligence, CCI 2015, held in Beijing, China in June 2015. The 161 revised full papers presented were carefully reviewed and selected from 294 submissions. The papers are organized in 28 cohesive sections covering all major topics of swarm intelligence and computational intelligence research and development, such as novel swarm-based optimization algorithms and applications; particle swarm opt8imization; ant colony optimization; artificial bee colony algorithms; evolutionary and genetic algorithms; differential evolution; brain storm optimization algorithm; biogeography based optimization; cuckoo search; hybrid methods; multi-objective optimization; multi-agent systems and swarm robotics; Neural networks and fuzzy methods; data mining approaches; information security; automation control; combinatorial optimization algorithms; scheduling and path planning; machine learning; blind sources separation; swarm interaction behavior; parameters and system optimization; neural networks; evolutionary and genetic algorithms; fuzzy systems; forecasting algorithms; classification; tracking analysis; simulation; image and texture analysis; dimension reduction; system optimization; segmentation and detection system; machine translation; virtual management and disaster analysis.
650 0 _aAlgorithms.
_93390
650 0 _aNumerical analysis.
_94603
650 0 _aData mining.
_93907
650 0 _aComputer simulation.
_95106
650 0 _aArtificial intelligence.
_93407
650 1 4 _aAlgorithms.
_93390
650 2 4 _aNumerical Analysis.
_94603
650 2 4 _aData Mining and Knowledge Discovery.
_9115616
650 2 4 _aComputer Modelling.
_9115617
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aTan, Ying.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115618
700 1 _aShi, Yuhui.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115619
700 1 _aBuarque, Fernando.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115620
700 1 _aGelbukh, Alexander.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115621
700 1 _aDas, Swagatam.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115622
700 1 _aEngelbrecht, Andries.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115623
710 2 _aSpringerLink (Online service)
_9115624
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319204680
776 0 8 _iPrinted edition:
_z9783319204703
830 0 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v9142
_9115625
856 4 0 _uhttps://doi.org/10.1007/978-3-319-20469-7
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
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