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

Solving a simple MOO problem using Genetic Algorithms (GA) (demo, multiobjective optimi..., genetic algorithms)

moo.m

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

The algorithm performs the combinatorial optimization by using Genetic Algorithms. (information theory, genetic algorithms, mutual information)

H=entropia2(X,resolucao)

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

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

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. (genetic algorithms, ga, evolution strategies)

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

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

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

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_st...

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

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

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)

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

Demo files from the August 21, 2008 Webinar (optimization, simulated annealing, nonlinear optimizatio...)

Optimization Tips Tricks

VEMap(x,RPM,Pratio,VE)

VEPlot(x,optimValues,state)

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 (pattern search, simulink, genetic algorithms)

importfile(fileToRead1,varargin)

updatePlot(varargin)

verifyInstalled

Pareto Front Using Fitness Sharing by Wesam Elshamy

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

Simple EMOO application (finding the Pareto front)

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, arx, applications)

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

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

fitness(gene)

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_genera...

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

fitness(gene)

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)

Genetic Algorithms Application by Wesam Elshamy

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

Simple EMOO Problem