ISBN: 9780080518268

Traditional methods for creating intelligent computational systems have privileged private "internal" cognitive and computational processes. In contrast, Swarm Intelligence argues that hu… Mehr…

Traditional methods for creating intelligent computational systems have privileged private "internal" cognitive and computational processes. In contrast, Swarm Intelligence argues that human intelligence derives from the interactions of individuals in a social world and further, that this model of intelligence can be effectively applied to artificially intelligent systems. The authors first present the foundations of this new approach through an extensive review of the critical literature in social psychology, cognitive science, and evolutionary computation. They then show in detail how these theories and models apply to a new computational intelligence methodology-particle swarms-which focuses on adaptation as the key behavior of intelligent systems. Drilling down still further, the authors describe the practical benefits of applying particle swarm optimization to a range of engineering problems. Developed by the authors, this algorithm is an extension of cellular automata and provides a powerful optimization, learning, and problem solving method. This important book presents valuable new insights by exploring the boundaries shared by cognitive science, social psychology, artificial life, artificial intelligence, and evolutionary computation and by applying these insights to the solving of difficult engineering problems. Researchers and graduate students in any of these disciplines will find the material intriguing, provocative, and revealing as will the curious and savvy computing professional.* Places particle swarms within the larger context of intelligentadaptive behavior and evolutionary computation. * Describes recent results of experiments with the particle swarmoptimization (PSO) algorithm * Includes a basic overview of statistics to ensure readers canproperly analyze the results of their own experiments using thealgorithm. * Support software which can be downloaded from the publisherswebsite, includes a Java PSO applet, C and Visual Basic sourcecode.; PDF; Computing > Computer programming / software development > Algorithms & data structures, Elsevier Science<

ISBN: 9780080518268

*Swarm Intelligence* / pdf eBook für 89.99 € / Aus dem Bereich: eBooks, Fachthemen & Wissenschaft, Mathematik Medien > Bücher nein eBook als pdf eBooks > Fachthemen & Wissenschaft > Mathe… Mehr…

*Swarm Intelligence* / pdf eBook für 89.99 € / Aus dem Bereich: eBooks, Fachthemen & Wissenschaft, Mathematik Medien > Bücher nein eBook als pdf eBooks > Fachthemen & Wissenschaft > Mathematik, Elsevier Science & Techn.<

ISBN: 9780080518268

Morgan Kaufmann Probability & Statistics stochastic systems; symbols; social organism; computation theory; paradigms; humans ,9781558605954 UK,GB,DE,ES,FR,IT,US,CA,MX,AU,NZ 20010411 Engli… Mehr…

Morgan Kaufmann Probability & Statistics stochastic systems; symbols; social organism; computation theory; paradigms; humans ,9781558605954 UK,GB,DE,ES,FR,IT,US,CA,MX,AU,NZ 20010411 English Mathematics, Elsevier Science<

ISBN: 9780080518268

Swarm Intelligence: ab 89.99 € eBooks > Fachthemen & Wissenschaft > Mathematik Elsevier Science & Techn. eBook als pdf, Elsevier Science & Techn.

2001, ISBN: 9780080518268

eBooks, eBook Download (PDF), Auflage, [PU: Elsevier Science], [ED: 1], Elsevier Science, 2001