Recent Advances in Harmony Search Algorithm

Recent Advances in Harmony Search Algorithm

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Nowadays, music-inspired phenomenon-mimicking harmony search algorithm is fast growing with many applications. One of key success factors of the algorithm is the employment of a novel stochastic derivative which can be used even for discrete variables. Instead of traditional calculus-based gradient, the algorithm utilizes musiciana€™s experience as a derivative in searching for an optimal solution. This can be a new paradigm and main reason in the successes of various applications. The goal of this book is to introduce major advances of the harmony search algorithm in recent years. The book contains 14 chapters with the following subjects: State-of-the-art in the harmony search algorithm structure; robotics (robot terrain and manipulator trajectory); visual tracking; web text data mining; power flow planning; fuzzy control system; hybridization (with Taguchi method or SQP method); groundwater management; irrigation ; logistics; timetabling; and bioinformatics (RNA structure prediction). This book collects the above-mentioned theory and applications, which are dispersed in various technical publications, so that readers can have a good grasp of current status of the harmony search algorithm and foster new breakthroughs in their fields using the algorithm.The algorithm explores the search space quickly with the help of population variance parameter. The PVHS ... Abido, M.A.: Optimal power flow using tabu search algorithm. ... Electric Power Energy Systems 25, 47a€“57 (2003) Matlab ( 2007), anbsp;...

Title:Recent Advances in Harmony Search Algorithm
Author:Zong Woo Geem
Publisher:Springer - 2010-01-12


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