عنوان فارسی مقاله: بهینه سازی ازدحام ذرات


عنوان انگلیسی مقاله:

Particle Swarm optimisation






 

فهرست مطالب

Particle Swarm optimisation
Cooperation example
The basic idea
The basic idea II
Initialization. Positions and velocities
What a particle does
Neighbourhoods
The circular neighbourhood
Pseudocode
Animated illustration
Parameters
How to choose parameters
Some functions often used for testing real-valued optimisation algorithms
… and some typical results
Adaptive swarm size
Adaptive coefficients
How and when should an excellent algorithm terminate?




بخشی از مقاله

Pseudocode
Particles’ velocities on each dimension are clamped to a maximum velocity Vmax. If the sum of accelerations would cause the velocity on that dimension to exceed Vmax, which is a parameter specified by the user. Then the velocity on that dimension is limited to Vmax.




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کلمات کلیدی: 

Particle Swarm Optimization Algorithm - MATLAB & Simulinkhttps://www.mathworks.com › Documentation Home › Particle SwarmAlgorithm Outline. The particle swarm algorithm begins by creating the initial particles, and assigning them initial velocities. It evaluates the objective function at ...Particle swarm optimization (PSO). A tutorial - ScienceDirectwww.sciencedirect.com/science/article/pii/S0169743915002117by F Marini - ‎2015 - ‎Cited by 28 - ‎Related articlesSep 12, 2015 - In particle swarm optimization (PSO) the set of candidate solutions to the optimization problem is defined as a swarm of particles which may ...Particle Swarm Optimization Basics — DEAP 1.1.0 documentationdeap.readthedocs.io/en/master/examples/pso_basic.htmlPSO optimizes a problem by having a population of candidate solutions, here dubbed particles, and moving these particles around in the search-space ...Particle swarm optimization - Scholarpediawww.scholarpedia.org/article/Particle_swarm_optimizationOct 21, 2011 - Particle swarm optimization (PSO) is a population-based stochastic approach for solving continuous and discrete optimization problems.Particle Swarm Optimization - Clever Algorithms: Nature-Inspired ...www.cleveralgorithms.com › Table of Contents › Swarm AlgorithmsParticle Swarm Optimization is inspired by the social foraging behavior of some animals such as flocking behavior of birds and the schooling behavior of fish.[PDF]Particle Swarm Optimization: Technique, System and ... - CiteSeerXciteseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.206.5070&rep=rep1...by DP Rini - ‎Cited by 228 - ‎Related articlesTheory of particle swarm optimization (PSO) has been growing rapidly. PSO has been used by many applications of several problems. The algorithm of PSO ...Particle Swarm Optimisation - YouTubeVideo for Particle Swarm optimisation▶ 2:32https://www.youtube.com/watch?v=GMLEc5x_f30Apr 18, 2011 - Uploaded by EggLife42Video of a Particle Swarm demonstration program created in C# (No Sound)Searches related to Particle Swarm optimisationparticle swarm optimization exampleparticle swarm optimization matlabparticle swarm optimization matlab codeparticle swarm optimization pdfparticle swarm optimization tutorialparticle swarm optimization applicationsbasics of particle swarm optimizationparticle swarm optimization ppt