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Applications of Ant Colony Optimization and its Variants Case Studies and New Developments / [electronic resource] : edited by Nilanjan Dey. - 1st ed. 2024. - IX, 229 p. 87 illus., 68 illus. in color. online resource. - Springer Tracts in Nature-Inspired Computing, 2524-5538 . - Springer Tracts in Nature-Inspired Computing, .

Ant Colony Optimization -- Advancements in Rank-based Ant System -- Exploring Ant Colony Optimization for Feature Selection: A Comprehensive Review -- Diagnosis Support for Diabetes with Ant Colony Optimization -- Opposed Pheromones Ant Colony Optimization for Property Identification of Nonlinear Structures.

This book explains the basic ideas behind several variants of ant colony optimization (ACO) and shows how they may be used in real-world settings like manufacturing, engineering design, and health care. Marco Dorigo proposed ACO for the first time, and it has been used to solve a variety of optimization problems. This book presents the latest developments of ACO.

ISBN: 9789819972272

Subjects--Topical Terms:
Computational intelligence.
Mathematical optimization.
Artificial intelligence.
Computational Intelligence.
Optimization.
Artificial Intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3