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updated 30 days 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 4 months ago

Traveling Salesman Problem - Genetic Algorithm by Joseph Kirk

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

tsp_ga(varargin)

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updated 4 months ago

Multiple Traveling Salesmen Problem - Genetic Algorithm by Joseph Kirk

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 5 months ago

Clustering by MATLAB GA tool box by RMS Danaraj

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 5 months ago

Optimal Power Flow by GA toolbox by RMS Danaraj

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

[F1 Pgg vv TL]=opf1(x)

[F]=opf

[F]=opf(x)

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updated 5 months ago

Economic Dispatch by dynamic GA by RMS Danaraj

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

[F P1 lam]=ELDCost(x)

ga.m

gaiteration(gaDat)

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updated 8 months 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 1 year 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 almost 2 years ago

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. (optimization, global optimization, fmincon)

RunThermistorExample()

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

VEMap(x)

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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 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 3 years ago

Travelling salesman problem with Genetic algorithm by Maxim Vedenyov

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 3 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 3 years ago

SpeedyGA: A Fast Simple Genetic Algorithm by Keki Burjorjee

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 6 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 6 years ago

Genetic Algorithm by MEKHMOUKH Abdenour

Genetic Algorithm (optimization, genetic algorithm, ga)

application(varargin)

demarrerapplication(varargin)

fonction.m

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updated 6 years ago

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 (optimization, ga, genetic algorithm)

d=mutate(offs,mutprop)

multipeak(pop)

off=cross(parent,croprop)

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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 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 (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 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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updated 8 years ago

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)

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updated almost 11 years ago

RLS Algorithm Demo by Tamer Mellik

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

FIR_rls.m

IIR_rls.m

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