Particle Swarm Optimizaton (Record no. 85971)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03402nam a22005175i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-031-01704-9 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240730164904.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220601s2008 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783031017049 |
| -- | 978-3-031-01704-9 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 620 |
| 100 1# - AUTHOR NAME | |
| Author | Mikki, Said M. |
| 245 10 - TITLE STATEMENT | |
| Title | Particle Swarm Optimizaton |
| Sub Title | A Physics-Based Approach / |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2008. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | IX, 93 p. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Synthesis Lectures on Computational Electromagnetics, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Introduction -- The Classical Particle Swarm Optimization Method -- Boundary Conditions for the PSO Method -- The Quantum Particle Swarm Optimization -- Bibliography.-Index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This work aims to provide new introduction to the particle swarm optimization methods using a formal analogy with physical systems. By postulating that the swarm motion behaves similar to both classical and quantum particles, we establish a direct connection between what are usually assumed to be separate fields of study, optimization and physics. Within this framework, it becomes quite natural to derive the recently introduced quantum PSO algorithm from the Hamiltonian or the Lagrangian of the dynamical system. The physical theory of the PSO is used to suggest some improvements in the algorithm itself, like temperature acceleration techniques and the periodic boundary condition. At the end, we provide a panorama of applications demonstrating the power of the PSO, classical and quantum, in handling difficult engineering problems. The goal of this work is to provide a general multi-disciplinary view on various topics in physics, mathematics, and engineering by illustrating their interdependence within the unified framework of the swarm dynamics. Table of Contents: Introduction / The Classical Particle Swarm Optimization Method / Boundary Conditions for the PSO Method / The Quantum Particle Swarm Optimization / Bibliography /Index. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Kishk, Ahmed A. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-3-031-01704-9 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2008. |
| 336 ## - | |
| -- | text |
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| -- | rdacontent |
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| -- | computer |
| -- | c |
| -- | rdamedia |
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| -- | online resource |
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| 347 ## - | |
| -- | text file |
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| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Electrical engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Telecommunication. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Technology and Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Electrical and Electronic Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Microwaves, RF Engineering and Optical Communications. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 1932-1716 |
| 912 ## - | |
| -- | ZDB-2-SXSC |
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