Particle Swarm Optimisation: Classical and Quantum Perspectives: 16 (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series) - Softcover

Sun, Jun

Softcover

ISBN 10: 0367381931 ISBN 13: 9780367381936

Verlag: Routledge, 2019

Inhaltsangabe

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

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Über die Autorin bzw. den 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.

Details zur Ausgabe

• Verlag: Routledge
• Erscheinungsdatum: 2019
• Sprache: Englisch
• ISBN 10: 0367381931
• ISBN 13: 9780367381936
• Einband: Tapa blanda
• Auflage: 1
• Anzahl der Seiten: 420
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar