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Particle Swarm Optimisation: Classical and Quantum Perspectives

Particle Swarm Optimisation

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"Particle Swarm Optimisation" by Jun Sun, Choi-Hong Lai, Xiao-Jun Wu is a mathematics book and learning resource focused on Dynamics. Best for teachers, students, and readers looking for stronger mathematical understanding.

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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Best For: Students and professionals interested in numerical optimization techniques within physics and computer science.
Focus: Fundamental principles and practical applications of Particle Swarm Optimization (PSO) and Quantum-behaved PSO (QPSO) algorithms.
Covers: Development of the QPSO algorithm inspired by quantum mechanics and its implementation in solving inverse problems and digital filter design.
Why It Matters: Provides a computational approach to optimization problems relevant to physics and engineering, bridging theoretical concepts with practical algorithmic solutions.

"Particle Swarm Optimisation" by Jun Sun, Choi-Hong Lai, Xiao-Jun Wu is a mathematics book and learning resource focused on Dynamics. Best for teachers, students, and readers looking for stronger mathematical understanding.

Topic: Dynamics

Author: Jun Sun, Choi-Hong Lai, Xiao-Jun Wu

Who this is for:

  • Teachers and classroom instructors
  • Students building subject mastery
  • Readers looking for practical learning support

Why this book matters: It stands out as a practical math resource that helps explain concepts, strengthen problem-solving, and support classroom or independent learning.

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

AuthorJun Sun, Choi-Hong Lai, Xiao-Jun Wu
PublisherCRC Press
Published2019-09-19
ISBN-139780367381936
BindingPaperback
LanguageEnglish
SubjectsMathematics | Number Systems ; Computers | Programming | Algorithms ; Science | Mechanics | General ; Mathematics | Arithmetic
TopicDynamics
SeriesChapman & Hall/CRC Numerical Analysis and Scientific Computi

Format: Paperback

Language: English

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