Evolutionary Swarm

This project is a complete cross-platform (Windows, Linux) framework for Evolutionary Computation in pure python. See the project site at http://pyevolve.sourceforge.net or the blog at http://pyevolve.sourceforge.net/wordpress

Introduction to Stochastic Search and Optimization is an overview of the principles, algorithms, and practical aspects of stochastic optimization, including applications drawn from engineering, statistics, and computer science. The book may serve as either a reference book for researchers and...

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 available on the MATLAB core. The PSO performs very well...


Platforms: Matlab

A new hybrid population-basedalgorithm (PSOGSA) is proposed with the combination ofParticle Swarm Optimization (PSO) and Gravitational SearchAlgorithm (GSA). The main idea is to integrate the ability ofexploitation in PSO with the ability of exploration in GSA tosynthesize both algorithmsd-deOao...


Platforms: Matlab

This function uses Evolution Strategies (ES) instead of Genetic Algorithms (GA) as Evolutionary Algorithm (EA) in the NSGA-II procedure for multi-objective optimization.The algorithm is able to find the pareto optimal front in most of the functions implemented in the file 'Examples.m', but the...


Platforms: Matlab

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-BHUVaranasi,India."This my first model, implementing IPSO/ Other Algorithm i will publish soon"


Platforms: Matlab

Ventrilo is the next evolutionary step of Voice over IP (VoIP) group communications software. Ventrilo is also the industry standard by which all others measure themselves as they attempt to imitate its features. By offering surround sound positioning and special sound effects on a per user,...


Platforms: Mac

BlueJam is a Java-based algorithmic music composer that uses evolutionary techniques and heuristics. Originally intended to evolve solos on the blues scale. BlueJam interfaces with Pure-Data to give real-time output.


Platforms: Windows, Mac, Linux

This add-in to the PSO Research toolbox (Evers 2009) aims to allow an artificial neural network (ANN or simply NN) to be trained using the Particle Swarm Optimization (PSO) technique (Kennedy, Eberhart et al. 2001).This add-in acts like a bridge or interface between MATLABd-deOaos NN toolbox and...


Platforms: Matlab

This year's art gallery has an evolutionary theme, beginning with the fight or flight evolutionary strategies, then moving on to the effects of ancestral and alien DNA, and the hunter-gatherer survival technique. Some of the entries in this year's art gallery have warning stickers on. One kind...


Platforms: Mac

This year's art gallery has an evolutionary theme, beginning with the fight or flight evolutionary strategies, then moving on to the effects of ancestral and alien DNA, and the hunter-gatherer survival technique. Some of the entries in this year's art gallery have warning stickers on. One kind...


Platforms: Mac

Robust Particle Swarm toolbox implementing Trelea, Common, and Clerc types along with an alpha version of change detection.This toolbox is designed for researchers in Computational Intelligence as well as application developers, students, and classroom labs. It is robust enough that several...


Platforms: Matlab

JCLEC is a tool designed for Evolutionary Computation (EC) research, that was developed using the Java programming language. JCLEC was built in order to provide a high-level software environment to do any kind of Evolutionary Algorithm (EA). The tool offers support for genetic algorithms...


Platforms: Windows

Implements various optimization methods which do not use the gradient of the problem being optimized, including Particle Swarm Optimization, Differential Evolution, and others. The implementation is simple and easy to understand.Also included are parallel versions of PSO and DE, as well as...


Platforms: Matlab

Mallard is a handy, Java based application based on the Pintail algorithm designed to work by comparing evolutionary distances between a query and subject sequence over the length of the 16S rRNA gene (small subunit rRNA), by employing a sampling window of specified size, progressing a fixed...


Platforms: Windows

RefineHMM refines an original hidden Markov model (HMM) to find an optimal fit against the evolutionary group that the HMM models, and it does this using through iterative database searches and incremental subsequent adaptation of the seed set.


Platforms: Windows, Mac, Linux

The Simple Interface for Global Optimization Algorithms allows the specification of arbitrary search/optimization problems, solving of these problems, and the specification and implementation of optimization algorithms like evolutionary algorithms.


Platforms: Windows, Mac, Linux

This is an accelerated PSO (APSO), developed by Xin-She Yang in 2008. APSO does not use velocities or any inertia parameter.A full program for solving nonlinear constrained optimization problem (welded beam design as an example) is provided, which can be extended to solve other continuous...


Platforms: Matlab

My work has been accepted in GECCO 2008 as Graduate Student workshop. I have used this technique in PID tunning and i got better result than BG and PSO


Platforms: Matlab

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 losses are determined. By running the program the...


Platforms: Matlab