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Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms is a broad and accessible reference work that surveys 134 computational intelligence and optimization algorithms used in artificial intelligence, engineering, and data-driven problem solving. Written by Bo Xing and Wen-Jing Gao, the book presents a wide range of algorithmic methods in a concise, structured format aimed at helping readers understand the principles and applications of modern intelligent computation. The book covers diverse families of computational approaches, including evolutionary algorithms, swarm intelligence, neural-inspired methods, probabilistic search techniques, and other heuristic and metaheuristic optimization strategies. Rather than focusing on a single algorithmic tradition, it offers a comparative guide to many techniques used for search, learning, adaptation, prediction, and optimization across scientific and engineering domains. This title is useful for students, researchers, engineers, and practitioners who want a practical overview of computational intelligence methods and a starting point for selecting suitable algorithms for optimization, machine learning, engineering design, and intelligent systems development.

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245: $a: Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms
245: $b:
082: $a:
100: $a: Bo Xing & Wen-Jing Gao
650: $a: Artificial intelligence, Computational intelligence
250: $a: 1st
440: $v:
250: $b: Springer International Publishing
250: $c: 2014
020: $a: 978-3-319-03404-1
300: $a: 469