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portada Swarm Intelligence
Type
Physical Book
Author
Publisher
Language
English
Pages
544
Format
Hardcover
Dimensions
24.3x19.4x3 cm
Weight
1.11 kg.
ISBN
1558605959
ISBN13
9781558605954
Categories

Swarm Intelligence

James Kennedy (Author) · Yuhui Shi (Author) · Russell C. Eberhart (Author) · Morgan Kaufmann Publishers · Hardcover

Swarm Intelligence - Eberhart, Russell C. ; Shi, Yuhui ; Kennedy, James

New Book Imported to Netherlands
Delivery: 22 Sep - 25 Sep Shipping: 10 to 12 business days.
€ 109,99
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Synopsis "Swarm Intelligence"

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.

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