Search Results for "pso"
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Showing 28 open source projects for "pso"
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Evolutionary Computation Framework
C++ framework for application of any type of evolutionary computation.
ECF is a framework intended for application of any type of evolutionary computation (GA/GP, DE, Clonalg, ES, PSO, ABC, GAn, local search...). It offers simplicity for the end-user (parameterless usage, tutorial) and customization for experienced EC practicioners. -
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OptiMIClass
Automatic n-dimensional data clustering tool powered by five advanced
This software is an automatic n-dimensional quantitative data clustering tool based on five optimization heuristics (GA, PSO, ACO, SA, and TS). It enables performance comparisons across heuristics and parameter testing within each method, analyzing solution quality, runtime, and convergence; it also includes a repository of benchmark test tables and an intuitive interface for research and operational use. It was developed by M.Sc. Jeffry Chavarría-Molina and M.Sc. -
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Smart Algorithm
Repository implementing a variety of intelligent algorithms
...The repository’s aim is to offer reference implementations of “smart” algorithms for tasks like route planning, optimization, or algorithm learning. Particle Swarm Optimization (PSO) implementations in multiple languages. Immune Algorithm (or immune-inspired optimization) implementations. Multiple versions/language compatibility (Java, Python, MATLAB). -
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PSO Utilities
Makes running a PSO server on Linux easier
If you are wanting to run a PSO server on Linux these tools can make it easier for you. Includes a backup script, scripts to start your server at boot time, and a text management console. -
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SwaNN
PSO for neural networks
SwaNN is a basic framework for neural networks based on particle swarm optimization (using the Python package PySwarms (https://pyswarms.readthedocs.io/en/latest/). The zip file contains the main programs in SwaNN.py and around 30 examples : - classification - regression - time series forecasting I need some help for class building (I am not an expert in Python nor in OOP), if somebody is interested in it... In Google Colab :... -
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PSOVina 2.0
The Hybrid Particle Swarm Optimization for Protein-Ligand Docking
A fast docking tool based on the efficient optimization algorithm of Particle Swarm Intelligence and the framework of AutoDock Vina. Based on the initial PSO implementation, our PSOVina method has undergone several important improvements to enhance the docking accuary and achieve remarkable efficiency as compared to the original AutoDock Vina. https://cbbio.online/software/psovina/index.html -
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Excel VBA Particle Swarm Optimization
A small tool for optimization of complex problems.
This is a Particle Swarm Optimization tool written in VBA for Excel. It is easy to modify in order to enable the users to code their own objective function, constraints and way to handle constraints. Published under licence CC-BY-SA 4.0 -
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UBotSim
Robot Simulator for UBot Self-reconfigurable Robot
A simulation and evolution platform for UBot self-reconfigurable robot. More functions will come as soon as possible. Used libraries: MYGui3.2.0; OGRE1.8.0; Physx3.2; MTparser; GAlib;and other EAs including PSO, GEP etc. Precompiled SDK download site：http://dl.vmall.com/c07d135mza Operation System: Windows (Win 7 is prefered). Delveloping tool (IDE):Visual Studio 2010. -
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PSO database
It displays various data from the game Phantasy Star Online
This program displays information from various files from Phantasy Star Online such as itempmt.prs itemRT.afs and itemPT.afs in a cohesive way -
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WaMoFi
Wa[velet] Mo[tif] Fi[nder]
...--outDir: directory where do you want the output --SourceDir: where the WaMoFi files are stored in your machine. This source run over any UNIX machine. Requirements: R packages: pso, gplots, entropy, e1071, DMwR, kernlab, seqinr, pcaPP, flashClust, dynamicTreeCut. TESTING: see README file for details. -
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Verian PSO Development
Verian PSO Development
Management of PSO team code -
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libfgen
Library for optimization using a genetic algorithm or particle swarms
libfgen is a library that implements an efficient and customizable genetic algorithm (GA). It also provides particle swarm optimization (PSO) functionality and an interface for real-valued function minimization or model fitting. It is written in C, but can also be compiled with a C++ compiler. Both Linux and Windows are supported. -
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This is a GUI, Java implementation of the Ant Colony Optimisation/Particle Swarm Optimisation (PSO/ACO2) rule induction algorithm. This project was inspired by Ant-Miner, but handles continuous attributes using PSO or now Differential Evolution.
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Nature Inspired Toolbox is a software tool meant to solve optimization problems developed in MATLAB environment. Presently, this release is only based on various PSO algorithms and comming versions will include ACO, GAs, BBO.
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HeuriStitch
An heuristic image stitcher
An heuristic image stitcher made to test Genetic and PSO based algorithms -
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Coupling the notion that during the search for the minimum of a function we must pass through its solution with a PSO solution generator engine, is the approach for solving, in time domain, a non-linear algebric-differential system of equations.
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...The WCET is needed in hard real time systems to guarantee system timing properties, i.e. all tasks finishing inside assigned deadlines. More information about the theory behind PSO WCET is available at: http://www.ub.tuwien.ac.at/bach/AC08514091.pdf
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isvm: incremental svm implementation for Stephe ruiping's algorithm based on libsvm svmovoovr: implement for OVO OVR classification. pso-svm: PSO svm implementation
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...It supports four classifiers (KNN, Naive-Bayes, Rochio and SVM-Perf), four view combining methods (Majority Voting, Borda Count, Dempster-Shafer theory of evidence and PSO) and provides many analisys tools.
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Generic toolbox of Particle Swarm Optimization developed in Scilab (PSOTS). It is developed for a variety of complex problems, including single and multi-objective optimization problems, continuous and discrete problems, and mixed integer problems.
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JSwarn is a particle swarm optimization (PSO) package written in Java. Designed to require minimum effort to use (out of the box) while also highly modular.
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Linear Time Invariant (LTI) system identification using particle swarm optimization (PSO) algorithm. Creators : Vahid Kiani, Hadi Sadoghi Yazdi
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UOF(Unified Optimization Framework) is an open source implementation of the general problem optimization in C++ language. It includes the problem definition interface and advanced optimization algorithms such as LM, GA, PSO, SA...etc.
