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Книга: Recent Advances in Harmony Search Algorithm (Studies in Computational Intelligence)

Товар № 10196470
Автор: Zong Woo Geem
Вес: 0.500 кг.
Год издания: 2010
Страниц: 176 Переплет: Твердый переплет
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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.

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