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IntechOpen Ant Colony Optimization - Methods and Applications Book

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Description

Ant Colony Optimization - Methods and Applications by IntechOpen is a comprehensive guide to one of nature-inspired computing's most powerful algorithmic frameworks. This book explores how artificial agents modelled on ant behaviour solve complex optimisation problems across diverse fields including logistics, telecommunications, and manufacturing. The text bridges theory and practice, presenting foundational concepts alongside real-world case studies that demonstrate how ant colony algorithms outperform traditional methods in routing, scheduling, and resource allocation. Whether you are an academic researcher, software engineer, or student of artificial intelligence, this resource provides the methodological depth and applied examples needed to understand and implement ant colony optimisation in your own projects. IntechOpen's publication combines rigorous computer science with accessible explanations suitable for both beginners and advanced practitioners exploring swarm intelligence and computational problem-solving.

Key Features

Ant Colony Optimization methods explain how swarm intelligence algorithms solve NP-hard problems in computer science.

The book covers multiple application domains including network design, vehicle routing, scheduling, and manufacturing optimisation.

Real-world case studies demonstrate practical implementation of ant colony algorithms in industry-standard scenarios.

Foundational chapters establish the mathematical and biological principles underlying ant-based computational methods.

IntechOpen's publication provides accessible yet rigorous content for researchers, engineers, and students studying artificial intelligence.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
04 February 2011
Listed Since
28 May 2019

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