Advances in Evolutionary Algorithms: Theory, Design and Practice

✍ Scribed by Chang Wook Ahn

• Book ID: 127444306
• Publisher: Springer
• Year: 2006
• Tongue: English
• Weight: 5 MB
• Series: Studies in Computational Intelligence
• Edition: 1
• Category: Library
• ISBN: 3540317589

✦ Synopsis

Every real-world problem from economic to scientific and engineering fields is ultimately confronted with a common task, viz., optimization. Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. The goal of this book is to provide effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms. In this regard, five significant issues have been investigated: * Bridging the gap between theory and practice of GEAs, thereby providing practical design guidelines. * Demonstrating the practical use of the suggested road map. * Offering a useful tool to significantly enhance the exploratory power in time-constrained and memory-limited applications. * Providing a class of promising procedures that are capable of scalably solving hard problems in the continuous domain. * Opening an important track for multiobjective GEA research that relies on decomposition principle. This book serves to play a decisive role in bringing forth a paradigm shift in future evolutionary computation.