Particle Swarm Optimisation - Classical and Quantum Perspectives

Informationen zum Autor Jun Sun is an associate professor in the Department of Computer Science and Technology at Jiangnan University. He is also a researcher at the Key Laboratory of Advanced Process Control for Light Industry in China. He has a Ph.D. in control theory and control engineering. His research interests include computational intelligence! numerical optimisation! and machine learning.Choi-Hong Lai is a professor of numerical mathematics in the Department of Mathematical Sciences at the University of Greenwich. He has a Ph.D. in computational aerodynamics and PDEs. His research interests include numerical PDEs! numerical algorithms! and parallel algorithms for industrial applications! such as aeroacoustics! inverse problems! computational finance! and image processing.Xiao-Jun Wu is a professor at Jiangnan University. He has a Ph.D. in pattern recognition and intelligent systems. He has published more than 150 papers on pattern recognition! computer vision! fuzzy systems! neural networks! and intelligent systems. Zusammenfassung Helping readers numerically solve optimization problems, this book focuses on the fundamental principles and applications of PSO and QPSO algorithms. The authors develop their novel QPSO algorithm, a PSO variant motivated from quantum mechanics, and show how to implement it in real-world applications, including inverse problems, digital filter d Inhaltsverzeichnis Introduction. Particle Swarm Optimisation. Some Variants of Particle Swarm Optimisation. Quantum-Behaved Particle Swarm Optimisation. Advanced Topics. Industrial Applications. Index.

Product details

• Authors: Choi-Hong Lai, Lai Choi-Hong, Jun Sun, Jun Lai Sun, Sun Jun, Xiao-Jun Wu, Wu Xiao-Jun
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 19.12.2011
• EAN: 9781439835760
• ISBN: 978-1-4398-3576-0
• No. of pages: 419
• Series: Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; MATHEMATICS / General, MATHEMATICS / Number Systems, COMPUTERS / Programming / Algorithms, computer science, algorithms and data structures, Algorithms & data structures, Information technology: general issues, Information technology: general topics