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Passino, Kevin M.

Biomimicry for optimization, control, and automation / Kevin M. Passino. - xxxi, 926 pages : illustrations ; 25 cm.

Includes bibliographical references and index.

Part I: Introduction Challenges in Computer Control and Automation Scientific Foundations for Biomimicry For Further Study Part II: Elements of Decision Making Neural Network Substrates for Control Instincts Rule-Based Control Planning Systems Attentional Systems For Further Study Part III: Learning.-Learning and Control Linear Least Squares Methods Gradient Methods Adaptive Control For Further Study Part IV: Evolution The Genetic Algorithm Stochastic and Non-Gradient Optimization for Design Evolution and Learning: Synergistic Effects For Further Study Part V: Foraging Cooperative Foraging and Search Competitive and Intelligent Foraging For Further Study.

ISBN: 1852338040 9781852338046

Subjects--Topical Terms:
Process control--Automation.
Mathematical optimization.

LC Class. No.: TS156.8 / .P245 2005