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020 _a9783031740138
_9978-3-031-74013-8
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_2bicssc
072 7 _aCOM004000
_2bisacsh
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082 0 4 _a006.3
_223
100 1 _aAbdul Halim, Abdul Hanif.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aInto a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control
_h[electronic resource] :
_bVolume 1 /
_cby Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXX, 312 p. 153 illus., 15 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aEmergence, Complexity and Computation,
_x2194-7295 ;
_v50
505 0 _aAlgorithm initialization categories and assessment -- Fundamental Tradeoffs between exploration and exploitation search mechanisms -- Distributions and Functions Driven.
520 _aThis book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the vital balance between exploration and exploitation search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes crucial for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages, offering a comprehensive discussion of various approaches supported by extensive literature.
541 _fUABC ;
_cPerpetuidad
650 0 _aComputational intelligence.
650 0 _aArtificial intelligence.
650 1 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence.
700 1 _aDas, Swagatam.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aIsmail, Idris.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031740121
776 0 8 _iPrinted edition:
_z9783031740145
776 0 8 _iPrinted edition:
_z9783031740152
830 0 _aEmergence, Complexity and Computation,
_x2194-7295 ;
_v50
856 4 0 _zLibro electrónico
_uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-74013-8
912 _aZDB-2-INR
912 _aZDB-2-SXIT
942 _cLIBRO_ELEC
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