Başlık:
Particle swarm optimisation classical and quantum perspectives
Yazar:
Sun, Jun, 1971-
ISBN:
9781439835777
Yayın Bilgileri:
Boca Raton, Fla. : CRC Press, c2012.
Fiziksel Tanımlama:
xxii, 397 p. : ill.
Seri:
Chapman and Hall/CRC numerical analysis and scientific computing
Seri Başlığı:
Chapman and Hall/CRC numerical analysis and scientific computing
İçerik:
ch. 1. Introduction -- ch. 2. Particle swarm optimisation -- ch. 3. Some variants of particle swarm optimisation -- ch. 4. Quantum-behaved particle swarm optimisation -- ch. 5. Advanced topics -- ch. 6. Industrial applications.
Özet:
"This volume provides a detailed description of the state of the art of particle swarm optimization (PSO) and quantum-behaved particle swarm optimization (QPSO) algorithms. The authors present the motivation, principles, and theoretical analysis of the algorithms. They discuss advanced topics such as the behavior of individual particles, global convergence, time complexity, and rate of convergence. The authors also present various examples and applications to show the applicability of QPSO algorithms. In addition, the book includes the source code of the algorithm"--Provided by publisher.
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