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 musician’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.
Author(s): Zong Woo Geem (auth.), Zong Woo Geem (eds.)
Series: Studies in Computational Intelligence 270
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 175
Tags: Computational Intelligence;Artificial Intelligence (incl. Robotics);Music;Acoustics
Front Matter....Pages -
State-of-the-Art in the Structure of Harmony Search Algorithm....Pages 1-10
Harmony Search Optimization Algorithm: Application to a Reconfigurable Mobile Robot Prototype....Pages 11-22
Optimal Trajectory of Robot Manipulator Using Harmony Search Algorithms....Pages 23-36
Visual Tracking Using Harmony Search....Pages 37-50
Web Text Mining Using Harmony Search....Pages 51-64
Population Variance Harmony Search Algorithm to Solve Optimal Power Flow with Non-Smooth Cost Function....Pages 65-75
A Harmony Search Approach Using Exponential Probability Distribution Applied to Fuzzy Logic Control Optimization....Pages 77-88
Hybrid Taguchi-Harmony Search Approach for Shape Optimization....Pages 89-98
An Introduction to the Hybrid HS-SQP Method and Its Applications....Pages 99-109
Solution of Groundwater Management Problems Using Harmony Search Algorithm....Pages 111-122
Application of the Harmony Search Optimization in Irrigation....Pages 123-134
The Application of Harmony Search in Fourth-Party Logistics Routing Problems....Pages 135-145
A Harmony Search with Multi-pitch Adjusting Rate for the University Course Timetabling....Pages 147-161
An Optimization Algorithm Based on Harmony Search for RNA Secondary Structure Prediction....Pages 163-174
Back Matter....Pages -
