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008 150225s2015 gw | s |||| 0|eng d
020 _a9783319160009
024 7 _a10.1007/978-3-319-16000-9
_2doi
040 _bspa
_dES-MaUEC
050 4 _aQA76.76.I58
_bK855 2015 EB
100 1 _aKulkarni, Anand Jayant.
_eautor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_0http://id.loc.gov/authorities/names/no2017155252
_1http://viaf.org/viaf/3151110575337062118/
245 1 0 _aProbability Collectives
_bA Distributed Multi-agent System Approach for Optimization
_cby Anand Jayant Kulkarni, Kang Tai, Ajith Abraham.
264 1 _aCham
_bSpringer International Publishing
_c2015
300 _a1 recurso en línea (IX, 157 páginas 68 ilustraciones)
336 _2rdacontent
_aTexto (visual)
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
490 0 _aIntelligent Systems Reference Library,
_x1868-4394 ;
_v86
490 0 _aEngineering (Springer-11647)
505 0 _aIntroduction to Optimization -- Probability Collectives: A Distributed Optimization Approach -- Constrained Probability Collectives: A Heuristic Approach -- Constrained Probability Collectives with a Penalty Function Approach -- Constrained Probability Collectives With Feasibility-Based Rule I -- Probability Collectives for Discrete and Mixed Variable Problems -- Probability Collectives with Feasibility-Based Rule II.
520 3 _aThis book provides an emerging computational intelligence tool in the framework of collective intelligence for modeling and controlling distributed multi-agent systems referred to as Probability Collectives. In the modified Probability Collectives methodology a number of constraint handling techniques are incorporated, which also reduces the computational complexity and improved the convergence and efficiency. Numerous examples and real world problems are used for illustration, which may also allow the reader to gain further insight into the associated concepts.
988 _aEBSPRINGER_2018
650 7 _aAgentes inteligentes (Programas de ordenador)
_2embne
_9160930
700 1 _aTai, Kang.
_eautor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_0http://id.loc.gov/authorities/names/nr92004706
_1http://viaf.org/viaf/126293486/
700 1 _aAbraham, Ajith
_d1968-
_eautor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_0http://id.loc.gov/authorities/names/n2002158811
_1http://viaf.org/viaf/119289244/
_945309
776 0 8 _iEdición impresa:
_z9783319160016
776 0 8 _iEdición impresa:
_z9783319159997
776 0 8 _iEdición impresa:
_z9783319365213
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-319-16000-9
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b03/2019
_dz
_eIG
_zSI