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010   $a3-319-60000-1
024 7 $a10.1007/978-3-319-60000-0
035   $a(CKB)4100000006674769
035   $a(MiAaPQ)EBC5521404
035   $a(DE-He213)978-3-319-60000-0
035   $a(PPN)230541194
035   $a(EXLCZ)994100000006674769
100   $a20180922d2019      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aEvolutionary Computation and Complex Networks /$fby Jing Liu, Hussein A. Abbass, Kay Chen Tan
205   $a1st ed. 2019.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019.
215   $a1 online resource (160 pages)
311   $a3-319-59998-4 
327   $aPart 1: Background  -- Evolutionary Computation -- Complex Networks -- Part 2: Using Complex Networks to Analyze Evolutionary Algorithms -- Evolutionary Dynamics on Complex Networks -- Problem Difficulty Prediction based on Complex Networks -- Network-based Problem Difficulty Prediction Measures -- Part 3: Using Evolutionary Algorithms to Solve Problems in Complex Networks -- Evolutionary Community Detection Algorithms -- Evolving Robust Networks using Evolutionary Algorithms -- Other Optimization Problems in Complex Networks.
330   $aThis book introduces the linkage between evolutionary computation and complex networks and the advantages of cross-fertilising ideas from both fields. Instead of introducing each field individually, the authors focus on the research that sits at the interface of both fields. The book is structured to address two questions: (1) how complex networks are used to analyze and improve the performance of evolutionary computation methods? (2) how evolutionary computation methods are used to solve problems in complex networks? The authors interweave complex networks and evolutionary computing, using evolutionary computation to discover community structure, while also using network analysis techniques to analyze the performance of evolutionary algorithms.The book is suitable for both beginners and senior researchers in the fields of evolutionary computation and complex networks. Brings together the fields of evolutionary computation and complex networks, discussing them both qualitatively and quantitatively; Provides novel and efficient computational problem solving techniques that require little computer memory; Provides the pseudo-codes for the computational methods used in the book to enable readers to adopt the codes to their own problems.
606   $aElectrical engineering
606   $aAlgorithms
606   $aComputers
606   $aCommunications Engineering, Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/T24035
606   $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021
606   $aComputation by Abstract Devices$3https://scigraph.springernature.com/ontologies/product-market-codes/I16013
615  0$aElectrical engineering.
615  0$aAlgorithms.
615  0$aComputers.
615 14$aCommunications Engineering, Networks.
615 24$aAlgorithm Analysis and Problem Complexity.
615 24$aComputation by Abstract Devices.
676   $a006.3823
700   $aLiu$b Jing$4aut$4http://id.loc.gov/vocabulary/relators/aut$0768805
702   $aAbbass$b Hussein A$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aTan$b Kay Chen$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910337649003321
996   $aEvolutionary Computation and Complex Networks$91961484
997   $aUNINA