TY - BOOK ID - 37175014 TI - Evolutionary Computation and Complex Networks AU - Liu, Jing. AU - Abbass, Hussein A. AU - Tan, Kay Chen. PY - 2019 SN - 3319600001 3319599984 PB - Cham : Springer International Publishing : Imprint: Springer, DB - UniCat KW - Evolutionary computation. KW - System analysis. KW - Telecommunication. KW - Computer software. KW - Computer science. KW - Communications Engineering, Networks. KW - Algorithm Analysis and Problem Complexity. KW - Computation by Abstract Devices. KW - Informatics KW - Science KW - Software, Computer KW - Computer systems KW - Electric communication KW - Mass communication KW - Telecom KW - Telecommunication industry KW - Telecommunications KW - Communication KW - Information theory KW - Telecommuting KW - Electrical engineering. KW - Algorithms. KW - Computers. KW - Automatic computers KW - Automatic data processors KW - Computer hardware KW - Computing machines (Computers) KW - Electronic brains KW - Electronic calculating-machines KW - Electronic computers KW - Hardware, Computer KW - Cybernetics KW - Machine theory KW - Calculators KW - Cyberspace KW - Algorism KW - Algebra KW - Arithmetic KW - Electric engineering KW - Engineering KW - Foundations UR - https://www.unicat.be/uniCat?func=search&query=sysid:37175014 AB - This 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. ER -