LEADER 02719nam 22005895 450 001 9910906192303321 005 20251113194610.0 010 $a9783031740138 010 $a3031740130 024 7 $a10.1007/978-3-031-74013-8 035 $a(CKB)36549185500041 035 $a(MiAaPQ)EBC31776487 035 $a(Au-PeEL)EBL31776487 035 $a(OCoLC)1475020158 035 $a(DE-He213)978-3-031-74013-8 035 $a(EXLCZ)9936549185500041 100 $a20241111d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInto a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control $eVolume 1 /$fby Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (330 pages) 225 1 $aEmergence, Complexity and Computation,$x2194-7295 ;$v50 311 08$a9783031740121 311 08$a3031740122 320 $aIncludes bibliographical references. 327 $aAlgorithm initialization categories and assessment -- Fundamental Tradeoffs between exploration and exploitation search mechanisms -- Distributions and Functions Driven. 330 $aThis book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the vital balance between exploration and exploitation search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes crucial for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages, offering a comprehensive discussion of various approaches supported by extensive literature. 410 0$aEmergence, Complexity and Computation,$x2194-7295 ;$v50 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aComputational Intelligence 606 $aArtificial Intelligence 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 676 $a006.3823 700 $aAbdul Halim$b Abdul Hanif$01775450 702 $aDas$b Swagatam 702 $aIsmail$b Idris 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910906192303321 996 $aInto a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control$94465300 997 $aUNINA