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updated 3 months ago

IBimp by Mario G.C.A. Cimino

An interval-based approach for business process simulation based on genetic algorithms and the BPMN (bpmn, business process opti..., business process simu...)

MatlabGA

MatlabGA

MatlabGARemote

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updated almost 2 years ago

Constrained MOO using GA (ver. 2) by Wesam Elshamy

Solving a simple MOO problem using Genetic Algorithms (GA) (demo, optimization, genetic algorithms)

moo.m

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updated almost 2 years ago

Feature selector based on genetic algorithms and information theory. by Oswaldo Ludwig

The algorithm performs the combinatorial optimization by using Genetic Algorithms. (feature selection, genetic algorithms, artificial intelligen...)

H=entropia2(X,resolucao)

[Hx,Hy,MIxy,MIxx]=statistics(X,y)

[Selected]=GA_feature_selector(feat_numb,X,y)

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updated 2 years ago

Multi-objective optimization using Evolution Strategies (ES) as Evolutionary Algorithm (EA) by Gilberto Alejandro Ortiz Garcia

This function uses ES instead of GA as EA in the NSGA-II procedure for multi-objective optimization. (multiobjective optimi..., nsgaii, evolution strategies)

ENSES(f, mu, lambda, gen, rec_obj, rec_str, u, nf, n, lim...

domination_matrix(n_viol, sum_viol, phi, m, n_f)

mutation_es(n,lambda,xr,sigmar,alphar,limits)

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updated 2 years ago

Evolution Strategies (ES) by Gilberto Alejandro Ortiz Garcia

Algorithm that implements 'Evolution Strategies' (ES) ('mu-lambda' and 'mu+lambda' variants). (optimization, evolution strategies, genetic algorithms)

evolution_strategy(f, mu, lambda, gen, sel, rec_obj, rec_...

mutation(n,lambda,xr,sigmar,alphar,limits)

recombination(type_obj,type_str,n,mu,lambda,xi,sigma,alpha)

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updated almost 3 years ago

Fitting complex analytic laws to data by means of Genetic Algorithms by Lorenzo Luini

The script allows to easily fit predefined complex analytical laws using Genetic Algorithms (optimization, fit, analytical laws)

[coeff,RMSout]=FitLaw_GA(X,y,fh,Int,LB,UB)

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updated almost 6 years ago

Tips & Tricks: Getting started using optimization with MATLAB by Stuart Kozola

Demo files from the August 21, 2008 Webinar (optimization, genetic algorithms, simulated annealing)

Optimization Tips Tricks

VEMap(x,RPM,Pratio,VE)

VEPlot(x,optimValues,state)

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updated 7 years ago

Optimization of a Double Wishbone Suspension System by Stuart Kozola

Demo files from the Webinar "Introduction to Optimization with MATLAB(R) Products" Oct. 26, 2006 (optimization, pattern search, genetic algorithms)

importfile(fileToRead1,varargin)

updatePlot(varargin)

verifyInstalled

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updated 7 years ago

Pareto Front Using Fitness Sharing by Wesam Elshamy

Finding the Pareto front of a simple problem using Genetic Algorithms with fitness sharing (optimization, pareto, ga)

Simple EMOO application (finding the Pareto front)

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updated 7 years ago

System Identification using GA with a GUI interface by Wesam Elshamy

Idnetifying ARX model of a system using Genetic Algorithms with a GUI interface and compare it to Le (system identification, ga, genetic algorithms)

[A B]=genalg(error, population_size, mutation, no_of_gene...

arx2(y, u, na, nb, nk, error, pop, mutation, no_of_genera...

fitness(gene)

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updated almost 8 years ago

System Identification using GA with a GUI interface by Wesam Elshamy

Idnetifying ARX model of a system using Genetic Algorithms with a GUI interface and compare it to Le (optimization, system identification, ga)

[A B]=genalg(error, population_size, mutation, no_of_gene...

arx2(y, u, na, nb, nk, error, pop, mutation, no_of_genera...

fitness(gene)

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updated almost 8 years ago

gaevolve by Gabriele Lombardi

A simple but flexible tool to implement genetic algorithms (optimization, genetic algorithms, ga)

Genetic Algorithms

SCrossBits(num1,num2)

SDisp(sol,fit,pop,fits)

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updated 8 years ago

Genetic Algorithms Application by Wesam Elshamy

Drawing the largest circle in a space of stars without enclosing any of them using Genetic Algorithm (optimization, ga, genetic algorithms)

Simple EMOO Problem

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