An animated simulation of Particles in 2D searching for a global minima of a simple function using Particle Swarm Optimization algorithm
GODLIKE (Global Optimum Determination by Linking and Interchanging Kindred Evaluators) compiles various population-based global optimization schemes.
It handles both single- and multi-objective optimization, simply by adding additional...
swint is a console client (entirely written in Ruby) for the swarm intelligence programming game originally created by Stefan Schwarzburg. The original client (written in Python) can be found here: https://launchpad.net/swarmintelligence/
A few popular metaheuristic algorithms are included, such as the particle swarm optimization, firefly algorithm, harmony search and others.
Particle swarm optimization is a technique used in many control systems application. Here i used the PSO in PID controller tuning
OpenOpt is a free MATLAB Toolbox, which is also run in Octave
Particularly, it contains non-smooth solvers
ralg (medium-scale, for nVars=1...1000)
ShorEllipsoid (small-scale, for nVars=1...10)
(both can handle lb, ub, Ax
This upload contains a hybrid Particle Swarm Optimization algorithm for functions in the real space. An options file is also provided, which lets the user fully parameterize the process. The hybrid function used is the @fminsearch, which is...
Base paper detail : "Improved Particle Swarm Optimization Based Load Frequency Control In A Single Area Power System"
Saumya Kr. Gautam, Nakul Goyal Department of Electrical Engineering, IT-BHU
This is a version of Wesam Elshamy's PSO code that can be put to general use on any objective function. All parameters and hyper-parameters can be set at the command line by the user.
Functions that take matrix arguments (i.e. can...
This software contains one example taken from the reference paper given with this program. By running the programs as they are in the default pso folder the economic dispatch problem can be solved. The allocation minimum fuel cost and transmission...
Modified version of Survival 1 that allows the preys to move around and simulate a sort of rough swarm behavior in an attempt to escape from predadors and at the same time try to form a pack.