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E-BookPDF1 - PDF WatermarkE-Book
Englisch
Springer Nature Singaporeerschienen am10.07.20242024
Verfügbare Formate
BuchKartoniert, Paperback
EUR64,19
E-BookPDF1 - PDF WatermarkE-Book
EUR80,24

Produkt

Details
Weitere ISBN/GTIN9789819732869
ProduktartE-Book
EinbandartE-Book
FormatPDF
Format Hinweis1 - PDF Watermark
FormatE107
Erscheinungsjahr2024
Erscheinungsdatum10.07.2024
Auflage2024
SpracheEnglisch
Dateigrösse17281 Kbytes
IllustrationenXXIII, 361 p. 152 illus., 63 illus. in color.
Artikel-Nr.17066830
Rubriken
Genre9200

Inhalt/Kritik

Inhaltsverzeichnis
chapter 1 Introduction.- chapter 2 Fundamentals.- chapter 3 Canonical Optimization Algorithms.- chapter 4 Basics of Evolutionary Computation Algorithms.- chapter 5 Popular Evolutionary Computation Algorithms.- chapter 6 Parameter Control and Policy Control.- chapter 7 Exploitation versus Exploration.- chapter 8 Multi-modal Optimization.- chapter 9 Multi-objective Optimization.- chapter 10 Constrained Optimization.- chapter 11 Dynamic Optimization.-chapter 12 Robust Optimization.-Chapter 13 Large-scale Global Optimization.-Chapter 14 Expensive Optimization.- Chapter 15 Real-world Applications.mehr

Autor

Changhe Li received the B.Sc. and M.Sc. degrees in computer science from the China University of Geosciences, Wuhan, China, in 2005 and 2008, respectively, and the Ph.D. degree in computer science from the University of Leicester, Leicester, U.K., in July 2011. He is currently a professor of School of Artificial Intelligence, Anhui University of Sciences &Technology. He is the Vice Chair of the Task Force on Evolutionary Computation in Dynamic and Uncertain Environments. His research interests are intelligent optimization and machine learning.

Shoufei Han received the B.S. degree in computer science from Hefei University, Hefei, China, in2012, the M.S. degree in computer science from Shenyang Aerospace University, Shenyang, China, in 2018, and the Ph.D. degree in computer science with the Nanjing University of Aeronautics and Astronautics, Nanjing, China, in 2022. He is an Associate Professor with the School of Artificial Intelligence, Anhui University of Sciences &Technology. His current research interests include machine learning, intelligent optimization algorithms, feature selection, data mining and evolutionary computation.

Sanyou Zeng received the M.Sc. degree in mathematics from Hunan University, Changsha, China, in 1995, and the Ph.D. degree in computer science from Wuhan University, Wuhan, China, in 2002. He has been a Professor with the China University of Geosciences, Wuhan, since 2004. His current research interests include evolutionary computation with machine learning for solving problems with constraints, multiobjective, dynamic environments, and expensive costs, especially antenna design problem.

Shengxiang Yang received the Ph.D. degree from Northeastern University, Shenyang, China, in 1999. He is currently a Professor of Computational Intelligence and the Deputy Director of the Institute of Artificial Intelligence, School of Computer Science and Informatics, De Montfort University, Leicester, U.K. He has over 380 publications with an H-index of 65 according to Google Scholar. His current research interests include evolutionary computation, swarm intelligence, artificial neural networks, data mining and data stream mining, and relevant real-world applications. Prof. Yang serves as an Associate Editor/Editorial Board Member for a number of international journals, such as the IEEE Transactions on Evolutionary Computation, IEEE Transactions on Cybernetics, Information Sciences, and CAAI Transactions on Intelligence Technology.