Genetic Algorithm to Optimise Schaffer's F6 Function by Dean Kayton

A basic GA with a real-time plotting of evaluation funtion inputs and outputs (ga, f6, genetic algorithm)

[chromoChild]=f6Seed(popSize,method)

[fitness,sel]=f6FitSel(f6EvalFun,popSize)

dec2gc(dec,N)

Files for the 2012 Webinar "Tips and Tricks - Getting Started Using Optimization with MATLAB" by Seth DeLand

These are the files that were used for the demonstrations in the webinar. (fmincon, globalsearch, optimization)

RunThermistorExample()

ThOptimPlotCircuit(options,state,flag,Tdata,VData,Res,ThVal...

VEMap(x)

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

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)

gapolyfitn by Richard Crozier

optimises the functional form of a multi-dimensional polynomial fit to model data (optimization, linear regression, modelling)

GenerateNewTerm(vars, maxPower, poly, maxLoops)

HasTerm(p1, p2, newTerm, vars)

PolyFitScore(polyVec, polyStruct)

Traveling Salesman Problem - Genetic Algorithm by Joseph Kirk

Finds a near-optimal solution to a TSP using a GA (optimization, genetic algorithm, tsp)

tsp_ga(xy,dmat,popSize,numIter,showProg,showResult)

Multiple Traveling Salesmen Problem - Genetic Algorithm by Joseph Kirk

Finds a near-optimal solution to a M-TSP using a GA (multiple traveling sa..., genetic algorithm, tsp)

mtsp_ga(xy,dmat,nSalesmen,minTour,popSize,numIter,showProg,...

Travelling salesman problem with Genetic algorithm by Maxim Vedenyov

GUI and no GUI versions, with description in docx file (evolution, ga, genetic algorithm)

gch=insert_begining_slow(g1,g2,cp)

gch=insert_begining_slow(g1,g2,cp)

ii=roulette_wheel_indexes(m,prn)

MDMTSPV_GA - Multiple Depot Multiple Traveling Salesmen Problem solved by Genetic Algorithm by Elad Kivelevitch

Genetic Algorithm Solution to the Multiple Depots, MTSP, with Variable number of salesmen (multiple traveling sa..., mtsp, genetic algorithm)

mdmtspv_ga(xy,max_salesmen,depots,CostType,min_tour,pop_siz...

SpeedyGA: A Fast Simple Genetic Algorithm by Keki Burjorjee

A vectorized implementation of a simple genetic algorithm in Matlab (evolutionary algorith..., genetic algorithm, combinatorial optimiz...)

fitness=R1(pop)

fitness=oneMax(pop)

speedyGA.m

Genetic Algorithm by Djaghloul Mehdi

Multimodal Function Optimisation (ga, function, genetic algorithm)

Fit_fun_val=fit_fun(v)

[w]=JGAopt(w0,pop_size,Kga_fin,Max_error)

Genetic Algorithm by MEKHMOUKH Abdenour

Genetic Algorithm (approximate solutions, search technique, ga)

application(varargin)

demarrerapplication(varargin)

fonction.m

Global maximum point for 3D surface using GA by Ali Talib Oudah

Finding the global maximum height for 3D multiple peak surface using genetic algorithm (3d, genetic algorithm, ga)

d=mutate(offs,mutprop)%uniform mutation.

multipeak(pop)

off=cross(parent,croprop)% arithmatic crossover

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

Genetic Algorithm Performance by Javad Ivakpour

Find the maximum with GA and show that how it is happened (for constrained and unconstrained problem (optimization, genetic algorithm, ga)

GA

GAconstrain

plot00(cx)

RLS Algorithm Demo by Tamer Abdelazim Mellik

A system identification by the usage of the RLS algorithm. (adaptive filter theor..., fir, rls)

FIR_rls.m

IIR_rls.m