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020 _a9783031755774
_9978-3-031-75577-4
024 7 _a10.1007/978-3-031-75577-4
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
100 1 _aAbdul Halim, Abdul Hanif.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_987342
245 1 0 _aInto a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control
_h[electronic resource] :
_bVolume 2 /
_cby Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXVI, 320 p. 94 illus., 12 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 ;
_v51
505 0 _aLocation size and capacity -- Algorithm Parameters Tuning and Control -- Conclusion and Future Prospects.
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.
650 0 _aComputational intelligence.
_964052
650 0 _aArtificial intelligence.
_958441
650 1 4 _aComputational Intelligence.
_964052
650 2 4 _aArtificial Intelligence.
_958441
700 1 _aDas, Swagatam.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_971493
700 1 _aIsmail, Idris.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_987343
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031755767
776 0 8 _iPrinted edition:
_z9783031755781
776 0 8 _iPrinted edition:
_z9783031755798
830 0 _aEmergence, Complexity and Computation,
_x2194-7295 ;
_v51
_987344
856 4 0 _uhttps://doi.org/10.1007/978-3-031-75577-4
912 _aZDB-2-INR
912 _aZDB-2-SXIT
999 _c66456
_d66456