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updated 11 days ago

Multi-Verse Optimizer (MVO) by Seyedali Mirjalili

MVO is a novel meta-heuristic algorithm for global optimization (optimization, pso, particle swarm optimi...)

Get_Functions_details(F)

MVO(N,Max_time,lb,ub,dim,fobj)

RouletteWheelSelection(weights)

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updated 11 days ago

Multi-Verse Optimizer toolbox by Seyedali Mirjalili

A toolbox for the Multi-Verse Optimizer (MVO) algorithm (optimization, genetic algorithm, metaheuristic)

CostFunction( x )

MVO(N,Max_time,lb,ub,dim,fobj,handles)

MVO_toolbox(varargin)

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updated 27 days ago

Ant Lion Optimizer (ALO) by Seyedali Mirjalili

ALO is a novel meta-heuristic algorithm for global optimization (optimization, ant lion optimizer, evolutionary algorith...)

ALO(N,Max_iter,lb,ub,dim,fobj)

Get_Functions_details(F)

Random_walk_around_antlion(Dim,max_iter,lb, ub,antlion,cu...

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updated 27 days ago

Ant Lion Optimizer toolbox by Seyedali Mirjalili

A toolbox for the Ant Lion Optimizer (ALO) algorithm (optimization, ant lion optimizer, alo)

ALO(N,Max_iter,lb,ub,dim,fobj,handles,value)

ALO_toolbox(varargin)

CostFunction( x )

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updated 4 months ago

Genetic Algorithms Application by Wesam Elshamy

Wesam Elshamy (view profile)

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

Simple EMOO Problem

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updated 4 months ago

System Identification using GA with a GUI interface by Wesam Elshamy

Wesam Elshamy (view profile)

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

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

fitness(gene)

genalg(error, population_size, mutation, no_of_generations)

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updated 4 months ago

System Identification using GA with a GUI interface by Wesam Elshamy

Wesam Elshamy (view profile)

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

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

fitness(gene)

genalg(error, population_size, mutation, no_of_generations)

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updated 4 months ago

Pareto Front Using Fitness Sharing by Wesam Elshamy

Wesam Elshamy (view profile)

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

Simple EMOO application (finding the Pareto front)

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updated 4 months ago

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

Wesam Elshamy (view profile)

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

moo.m

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updated 4 months ago

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

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

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 8 months ago

Biogeography-Based Optimizer (BBO) for training Multi-Layer Perceptron (MLP) - Breast cancer dataset by Seyedali Mirjalili

Biogeography-Based Optimizer (BBO) is employed as a trainer for Multi-Layer Perceptron (MLP) trainin (ant colony optimizati..., biogeography based op..., bbo)

ACO(ProblemFunction, DisplayFlag)

BBO(ProblemFunction, DisplayFlag, ProbFlag, RandSeed)

ClearDups(Population, MaxParValue, MinParValue)

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updated 11 months ago

Traveling Salesman Problem - Genetic Algorithm by Joseph Kirk

Joseph Kirk (view profile)

Finds a near-optimal solution to a TSP using a GA (optimization, traveling salesman pr..., tsp)

tsp_ga(varargin)

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updated 11 months ago

Multiple Traveling Salesmen Problem - Genetic Algorithm by Joseph Kirk

Joseph Kirk (view profile)

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

mtsp_ga(varargin)

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updated 1 year ago

Clustering by MATLAB GA tool box by RMS Danaraj

RMS Danaraj (view profile)

This program creates clusters by GA tool box (ga, clustering)

[F s1]=clust1(x,data,k)

[class,centroid,counter]=MyKMeans(data,k,option,init_cent...

test.m

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updated 1 year ago

Optimal Power Flow by GA toolbox by RMS Danaraj

RMS Danaraj (view profile)

OPF by GA (ga, power flow, power systems)

[F1 Pgg vv TL]=opf1(x)

[F]=opf

[F]=opf(x)

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updated 1 year ago

Economic Dispatch by dynamic GA by RMS Danaraj

RMS Danaraj (view profile)

This program solves ELD (ga, power systems, economic dispatch)

[F P1 lam]=ELDCost(x)

ga.m

gaiteration(gaDat)

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updated 1 year ago

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)

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updated almost 2 years ago

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 (f6, schaffers function, genetic algorithm)

[chromoChild]=f6Seed(popSize,method)

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

dec2gc(dec,N)

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updated 2 years ago

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

Seth DeLand (view profile)

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

RunThermistorExample()

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

VEMap(x)

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updated almost 4 years ago

Travelling salesman problem with Genetic algorithm by Maxim Vedenyov

Maxim Vedenyov (view profile)

GUI and no GUI versions, with description in docx file (tsp, ga, travelling salesman p...)

gch=insert_begining_slow(g1,g2,cp)

gch=insert_begining_slow(g1,g2,cp)

ii=roulette_wheel_indexes(m,prn)

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updated almost 4 years ago

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_s...

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updated 4 years ago

SpeedyGA: A Fast Simple Genetic Algorithm by Keki Burjorjee

Keki Burjorjee (view profile)

A vectorized implementation of a simple genetic algorithm in Matlab (optimization, genetic algorithm, vectorized)

fitness=R1(pop)

fitness=oneMax(pop)

speedyGA.m

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updated almost 7 years ago

Genetic Algorithm by Djaghloul Mehdi

Multimodal Function Optimisation (optimization, genetic algorithm, ga)

Fit_fun_val=fit_fun(v)

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

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updated almost 7 years ago

Genetic Algorithm by MEKHMOUKH Abdenour

Genetic Algorithm (optimization, genetic algorithm, ga)

application(varargin)

demarrerapplication(varargin)

fonction.m

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updated 7 years ago

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

Ali Talib Oudah (view profile)

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

d=mutate(offs,mutprop)

multipeak(pop)

off=cross(parent,croprop)

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updated 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 almost 9 years ago

Genetic Algorithm Performance by Javad Ivakpour

Javad Ivakpour (view profile)

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)

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updated 11 years ago

RLS Algorithm Demo by Tamer Mellik

Tamer Mellik (view profile)

A system identification by the usage of the RLS algorithm. (system identification, fir, iir)

FIR_rls.m

IIR_rls.m

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