Particle Swarm Optimisation: Classical and Quantum Perspectives (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series)
Language: English
Published by CRC Press, 2011
Series: Book 20 of 34 - Chapman & Hall/CRC Numerical Analysis and Scientific Computing
- Hardcover
- Used
Seller: Phatpocket Limited, Waltham Abbey, HERTS, United KingdomPhatpocket Limited
AbeBooks seller since April 28, 2005
Condition: Used - Good
US$ 176.04
Quantity: 1 available
Add to basketItem description from seller
Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions.
Seller Inventory # Z1-E-012-02388
- Title
- Particle Swarm Optimisation: Classical and Quantum Perspectives (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series)
- Author
- Sun, Jun
- Publisher
- CRC Press
- Publication year
- 2011
- Condition
- Good
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 1439835764
- ISBN 13
- 9781439835760
- Series
- Book 20 of 34: Chapman & Hall/CRC Numerical Analysis and Scientific Computing
Although the particle swarm optimisation (PSO) algorithm requires relatively few parameters and is computationally simple and easy to implement, it is not a globally convergent algorithm. In Particle Swarm Optimisation: Classical and Quantum Perspectives, the authors introduce their concept of quantum-behaved particles inspired by quantum mechanics, which leads to the quantum-behaved particle swarm optimisation (QPSO) algorithm. This globally convergent algorithm has fewer parameters, a faster convergence rate, and stronger searchability for complex problems.
The book presents the concepts of optimisation problems as well as random search methods for optimisation before discussing the principles of the PSO algorithm. Examples illustrate how the PSO algorithm solves optimisation problems. The authors also analyse the reasons behind the shortcomings of the PSO algorithm.
Moving on to the QPSO algorithm, the authors give a thorough overview of the literature on QPSO, describe the fundamental model for the QPSO algorithm, and explore applications of the algorithm to solve typical optimisation problems. They also discuss some advanced theoretical topics, including the behaviour of individual particles, global convergence, computational complexity, convergence rate, and parameter selection. The text closes with coverage of several real-world applications, including inverse problems, optimal design of digital filters, economic dispatch problems, biological multiple sequence alignment, and image processing. MATLAB®, Fortran, and C++ source codes for the main algorithms are provided on an accompanying downloadable resources.
Helping you numerically solve optimisation problems, this book focuses on the fundamental principles and applications of PSO and QPSO algorithms. It not only explains how to use the algorithms, but also covers advanced topics that establish the groundwork for understanding.
"Synopsis" may belong to another edition of this title.
About the Author
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.
"About the title" may belong to another edition of this title.
Phatpocket Limited
Waltham Abbey, HERTS, United Kingdom
AbeBooks seller since April 28, 2005
Shipping rates from United Kingdom to U.S.A.
| Item | 5 to 19 business days | 1 to 3 business days |
|---|---|---|
| First item | US$ 14.23 | US$ 36.09 |
Payment methods
Store description
Phatpocket Limited is a world class secondhand bookstore located in the Hertfordshire countryside in the United Kingdom. We specialize in textbooks across an enormous variety of subjects. We aim to provide a low cost source of high quality textbooks to the academic community. We also have a sizable collection of rare and collectible books. We are dedicated to providing our customers with the highest standard of customer service in the bookselling business.Phatpocket Limited is registered in England and Wales: No. 04924751.…
Specialty
Used books, Used textbooksSeller's business information
Phatpocket Limited
67 Newland Street
Witham, United Kingdom CM8 1AA
Terms of sale
Books are usually shipped within two working days. All of our books have a 14 or 30 day no hassle money back guarantee unless stated otherwise in the book's description. Item must be returned in the exact same condition that it was received. Through our work with The Rainbow Centre and other Charity Partners, we have already given hundreds of young people in Sri Lanka and Africa the vital chance to get an education.
Your satisfaction is extremely important to us and we would be happy to work with you to try and resolve any issues with your order. Please contact us via the Abe messaging centre regarding any problems and we will respond asap.
Please kindly send any return requests or reports of defects, damage, or material differences within 7 days of receipt of your order or 30 days from the date of shipment.
If you are making a return we will need to receive the item within 30 days from the date of shipment for UK orders or 90 days from the date of shipment for international orders. Similarly, we require that non-deliveries be reported within 30 days from the date of shipment for UK orders or 90 days from the date of shipment for international orders.
If your parcel is returned by the postal service due to being unclaimed, refused, or having an undeliverable or insufficient address, we will contact you to try and resolve the issue. If this is not possible, or if we do not hear back, we will refund you the cost of your order minus the original postage paid.
Shipping terms
Orders usually ship within 2 business days. Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.
In spite of our best efforts, a small number of the items in our catalogue may be mispriced or out of stock. If an item's correct price is higher than our stated price, we will, at our discretion, either contact you for instructions before shipping or cancel your order and notify you of such cancellation.