Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization

Download or read book Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization written by Godfrey C. Onwubolu and published by Springer Science & Business Media. This book was released on 2009-01-13 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book devoted entirely to Differential Evolution (DE) for global permutative-based combinatorial optimization. Since its original development, DE has mainly been applied to solving problems characterized by continuous parameters. This means that only a subset of real-world problems could be solved by the original, classical DE algorithm. This book presents in detail the various permutative-based combinatorial DE formulations by their initiators in an easy-to-follow manner, through extensive illustrations and computer code. It is a valuable resource for professionals and students interested in DE in order to have full potentials of DE at their disposal as a proven optimizer. All source programs in C and Mathematica programming languages are downloadable from the website of Springer.