Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)

Book Details

• Publisher: Springer

• Author: Price, Kenneth

• Language: English

• Edition: 2005 ed.

• ISBN: 9783642424168

• Pages: 539

• Cover: Paperback

• Dimensions: 9.2 x 6.1 x 1.3 inches

About The Book

Differential Evolution: A Practical Approach to Global Optimization by Kenneth Price, published by Springer, presents a thorough and accessible guide to solving complex optimization problems using the powerful differential evolution (DE) algorithm. This 539-page paperback is an essential resource for professionals, researchers, and students involved in computational intelligence, engineering, data science, and applied mathematics.

Designed to tackle real-world problems that require globally optimal solutions, the book addresses the limitations of conventional methods in the presence of constrained functions, multiple local optima, and mixed-type variables. The differential evolution technique is highlighted for its simplicity, efficiency, and robustness, making it a preferred choice for global numerical optimization.

Rich with illustrations, practical insights, and ready-to-use computer code, this book bridges theoretical foundations with practical applications. Whether you're seeking a reliable optimization tool or exploring evolutionary algorithms from an academic perspective, this work delivers both depth and usability, reinforcing its status as a vital reference in the optimization domain.