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updated 3 days ago

Optimization based on the States of Matter by Erik

Erik

A new optimization algorithm inspired by the States of Matter (optimization, genetic algorithm, search)

stateofmattersearch(NoPob)

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updated 3 days ago

2 Dimensional Optimization using a Continuous Genetic Algorithm by Hashem Rizk

Hashem Rizk

Function Optimization using a Continuous Genetic Algorithm (gentic, optimization, gui)

GeneticAlgorithmOptimizationGUI(varargin)

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updated 15 days ago

Butterfly-Particle Swarm Optimization(Butterfly-PSO/BFPSO) Technique by AASHISH KUMAR BOHRE

AASHISH KUMAR BOHRE

BF-PSO based on novel control parameters such as sensitivity and probability of the nectar presence. (optimization, mathematics, probability)

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updated 25 days ago

White blood cells detection using differential evolution (DE) by Erik

Erik

Automatic white blood cells detector (image processing, computer vision, image analysis)

mainEllipseDetector.m

DEllipse(p1,p2,p3,p4,p5)

devec3(fname,VTR,D,XVmin,XVmax,y,NP,itermax,F,CR,strategy...

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updated 1 month ago

Algorithm for Global Optimization Inspired by Collective Animal Behavior by Erik

Erik

Algorithm for Global Optimization Inspired by Collective Animal Behavior (optimization, genetic algorithm, search)

ComparaHC(H,fh,C,fc,Mbest,rho)

findrange(xn,yn,range)

CAB.m

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updated 1 month ago

A Comparison of Evolutionary Computation Techniques for IIR Model Identification by Erik

Erik

Evolutionary Computation Techniques are compared considering some IIR identification problems (pso, genetic algorithm, filter design)

ABC.m

simulasist3.m

apso_1st_order_filter.m

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updated 1 month ago

Iris Biometric Recognition With Genetic Algorithms Matlab Code by Hamdi Boukamcha

Hamdi Boukamcha

Iris Recognition [Genetic Algorithms ] V2.3 (iris recognition, iris, iris biometric)

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updated 2 months ago

Binary Genetic Algorithm Feature Selection.zip by Oluleye Babatunde

Oluleye Babatunde

Genetic Algorithm for Feature Selection (genetic algorithm, feature selection, zernike moments)

Binary_Genetic_Algorithm_Hezy_2013

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updated 2 months ago

Autonomous Groups Particles Swarm Optimization (AGPSO) by Seyedali Mirjalili

Seyedali Mirjalili

A Particle Swarm Optimization Algorithm with Autonomous Groups of Particles (particle swarm optimi..., pso, optimization)

AGPSO1(N,Max_iteration,lb,ub,dim,fobj)

AGPSO1(N,Max_iteration,lb,ub,dim,fobj)

AGPSO1(N,Max_iteration,lb,ub,dim,fobj)

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updated 3 months ago

Grey Wolf Optimizer Toolbox by Seyedali Mirjalili

Seyedali Mirjalili

A toolbox for the Grey Wolf Optimizer (GWO) algorithm (optimization, grey wolf optimizer, gwo)

CostFunction( x )

GWO(SearchAgents_no,Max_iter,lb,ub,dim,fobj,handles,Value)

GWO_toolbox(varargin)

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updated 3 months ago

Multiple Traveling Salesmen Problem - Genetic Algorithm, using multi-chromosome representation by András Király

András Király

Finds a (near) optimal solution to a modified MTSP by a GA, with additional constraints (optimization, genetic algorithm, multiple traveling sa...)

mtsp_ga_multi_ch(xy,dmat,salesmen,min_tour,max_tour,tw,po...

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updated 5 months ago

SOS.m by Doddy Prayogo

Doddy Prayogo

A new population-based metaheuristic algorithm for continuous numerical optimization problems. (genetic algorithm, optimization, metaheuristic)

[bestOrganism bestFitness]=SOS(ecosize,funnum)

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updated 5 months ago

PICEAg MATLAB.zip by Rui

Rui

The MATLAB code of PICEA-g (evolutionary computat..., optimization, genetic algorithm)

crtrp(Nind,FieldDR);

fitness_PICEAg(jointF,jointP,jointG,M);

initGoals(Ngoal,objvNo,fEasy,fHard);

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updated 6 months ago

A Cuckoo Search algorithm for multimodal optimization by Erik

Erik

An multi-modal optimization algorithm based on a evolutionary approach (optimization, global optimization, genetic algorithm)

mCuckoo(NoPob)

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updated 6 months ago

Genetic_algorithmgg.m by Arash

Arash

GeneticAlgorithm (genetic algorithm)

Genetic_algorithmgg.m

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updated 6 months ago

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

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 7 months ago

A swarm optimization algorithm inspired in the behavior of the social-spider by Erik

Erik

A swarm optimization algorithm inspired in the behavior of the social-spider (optimization, genetic algorithm, search)

FeMove(spidn,fn,fsp,msp,spbest,Ibe,spmass,d,lb,ub,pm)

Griewank.m

MaMove(fn,mn,fsp,msp,femass,mamass,d,lb,ub,pm)

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updated 7 months ago

Test functions for global optimization algorithms by Rody Oldenhuis

Rody Oldenhuis

Test functions for global optimization algorithms (global optimization, particle swarm, genetic algorithm)

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updated 8 months ago

GODLIKE - A robust single-& multi-objective optimizer by Rody Oldenhuis

Rody Oldenhuis

GODLIKE combines 4 global optimizers for both single/multi-objective optimizations (optimization, global optimization, multiobjective)

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updated 9 months ago

Open Traveling Salesman Problem - Genetic Algorithm by Joseph Kirk

Joseph Kirk

Finds a near-optimal solution to a "open" variation of the TSP using a GA (optimization, traveling salesman pr..., open variation)

tspo_ga(varargin)

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updated 9 months ago

Traveling Salesman Problem - Genetic Algorithm by Joseph Kirk

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 9 months ago

Multiple Traveling Salesmen Problem - Genetic Algorithm by Joseph Kirk

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 9 months ago

Basic Genetic Algorithm by Xavier Blasco

Xavier Blasco

An easy to use Genetic Algorithm (genetic algorithm cpo..., cpoh, genetic algorithm)

ga.m

gaiteration(gaDat)

garesults(gaDat)

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updated 10 months ago

Genetic algorithm approach in Single Machine Scheduling by Krishna Kumar P

Krishna Kumar P

Genetic algorithm approach for Minimizing Total Tardiness in Single Machine Scheduling (genetic algorithm, machine sheduling, job sequence)

machine_sheduling.m

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updated 11 months ago

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

Seyedali Mirjalili

Biogeography-Based Optimizer (BBO) is employed as a trainer for Multi-Layer Perceptron (MLP) (biogeographybased opt..., biogeographybased opt..., bbo)

ACO(ProblemFunction, DisplayFlag)

Ackley

BBO(ProblemFunction, DisplayFlag, ProbFlag, RandSeed)

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updated 11 months ago

The CC-GDG-CMAES algorithm by Yi Mei

Yi Mei

An effective algorithm to solve large scale unconstrained black box optimization problems (genetic algorithm, optimization)

[out, arx, arfitness, subcounteval]=decpurecmaes(fname, N...

ccgdgcmaes(fname, D, varargin)

fexample(x)

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updated 1 year ago

The Wind Driven Optimization (WDO) algorithm by Zikri Bayraktar

Zikri Bayraktar

A new heuristic optimization algorithm (wind driven optimizat..., wdo, heuristic optimizatio...)

wdo_matlab_03.m

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updated 1 year ago

Backtracking Search Optimization Algorithm by PINAR CIVICIOGLU

PINAR CIVICIOGLU

A new swarm-based global optimization algorithm for real valued numerical optimization problems. (optimization, signal processing, image processing)

FoxHoles(x,mydata)

[fname,fnc,low,up,dim]=setttingOfBenchmarkFnc(i)

ackley(x,mydata)

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updated 1 year ago

gapolyfitn by Richard Crozier

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

simple pso by Jhon

Jhon

algorithm for particle swarm optimization (genetic algorithm)

[xopt,fmin,it]=simpelpso(N,maxit)

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updated 1 year ago

Truss Design Optimization Based on Generative Algorithms by James Allison

James Allison

Supplementary material for a WCSMO publication regarding truss design optimization. (structural design, aerospace, automotive)

D=TrussData(Coord, Con)

GAcon(x)

JacobianStresscal(D, Area)

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updated almost 2 years ago

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

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

London Kings Cross Western Concourse Genetic Algorithm by Dean Kayton

Dean Kayton

A simple genetic algorithm is applied to a model of the London Kings Cross Western Concourse. (genetic algorithm, kings cross, concourse)

D=MSAdata(x,y,z,nodNo,memSel,radSel,dim_prop_rhs,dim_prop...

[Qcell,Vcell,Rcell]=MSA(D,popSize)

[chromoChild]=seed(popSize,method)

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updated almost 2 years ago

Calculating Minimun value on Function Genetic Algorithms by Daniel

Daniel

Calculus of function min value (optimization, mathematics, genetic algorithm)

Solo_F1.m

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updated 2 years ago

Genetic Packman by Hanan Kavitz

Hanan Kavitz

A simple demonstration of Genetic Algorithm using all times favorite game. (optimization, global optimization, genetic algorithm)

[x,fval,exitFlag]=geneticPackman(cubeSize,numOfMoves,pack...

mutate_permutation(parents ,options,NVARS, ...

val=greedyPackman(field,numOfSteps)

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updated 2 years ago

Image reconstruction by Hanan Kavitz

Hanan Kavitz

The purpose of this demo is to reconstruct a simple picture of several polygons. (genetic algorithm, global optimization, image reconstruction)

imageBuilding

[state,options,optchanged]=drawBestSolution(options,state...

mygaplotbestf(options,state,flag)

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updated 2 years ago

Open Genetic Algorithm Toolbox by Alan de Freitas

Alan de Freitas

This is a toolbox to run a GA on any problem you want to model. (genetic algorithm, collaborative genetic..., open genetic algorith...)

GA( problem, settings, population )

GA_gui(varargin)

adaptation_individual( population, ~, settings)

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updated 2 years ago

Machine learning - balancing a stack of balls by Peter Bone

Peter Bone

A genetic algorithm is used to train a neural network controller to balance a stack of balls. (machine learning, genetic algorithm, neural network)

LCP(M,q,l,u,x0,display)

MLPControl(u,NN)

crossover(gene1,gene2)

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updated 2 years ago

Genetic Algorithm for n-queen problem by Swapnil Marathe

Swapnil Marathe

N-queen generalized genetic algorithm. Parameters can be changed and tested (n queen problem, 8 queen problem, genetic)

n_queen_problem_genetic_algo_display.m

n_queen_problem_genetic_algo_without_display.m

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updated almost 3 years ago

Optimal Component Selection Using the Mixed-Integer Genetic Algorithm by Seth DeLand

Seth DeLand

Use the mixed-integer genetic algorithm to solve an engineering design problem. (optimization, mixed integer, genetic algorithm)

ThOptimPlot(options,state,flag,Tdata,VData,Res,ThVal,ThBe...

objectiveFunction(x,StdRes, StdTherm_Val, StdTherm_Beta,T...

tempCompCurve(x,Tdata)

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updated almost 3 years ago

Knapsack problem by Hanan Kavitz

Hanan Kavitz

A well known combinatorial problem (knapsack problem, optimization, linear programming)

knapsackGA

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updated 3 years ago

Reproduction Operator: Roulette wheel selection by Saurav Nandi

Saurav Nandi

Roulette wheel operator is a commonly used reproduction operator. (roulette wheel, matlab, population selection)

GA_Roulette_Wheel_Selection.m

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updated 3 years ago

NGPM -- A NSGA-II Program in Matlab v1.4 by Song Lin

Song Lin

NSGA-II and R-NSGA-II in Matlab (nsgaii, genetic algorithm, multiobjective)

TPR_DTLZ2_objfun_10obj(x)

TPR_DTLZ2_objfun_3obj(x)

TPR_DTLZ2_objfun_5obj(x)

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updated 3 years ago

Travelling salesman problem with Genetic algorithm by Maxim Vedenyov

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

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

2d bin packing problem with genetic algorithm by Maxim Vedenyov

Maxim Vedenyov

With mutations, crossover, ect. With animation (bin packing problem, genetic algorithm, mutation)

ii=roulette_wheel_indexes(m,prn)

ga_2d_box_packing.m

ga_2d_box_packing_movie.m

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updated 3 years ago

Truss Solver and Genetic Algorithm Optimzer by spencer

spencer

Solver uses a Direct Stiffness Method. GA modifies X,Y,Z coordinates of nodes and areas of elements. (truss structure, truss, direct stiffness meth...)

EvolveGui

Evolve_JustaLine(Psize,N,rate,F,plotornot)

Evolve_SimpleBridge(Psize,N,rate,F,plotornot)

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updated almost 4 years ago

Camouflage evolution simulation with Genetic algorithm by Maxim Vedenyov

Maxim Vedenyov

4x4 images dissapear on background. (camouflage, evolution, simulation)

ii=roulette_wheel_indexes(m,prn)

camouflage_ga.m

camouflage_ga_avi.m

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updated 4 years ago

TurboGA: A Simple Genetic Algorithm With a Powerful Performance Enhancing Tweak by Keki Burjorjee

Keki Burjorjee

A simple genetic algorithm with a tweak, called clamping, that should improve performance (genetic algorithm, combinatorial optimiz..., optimization)

fitness=R1(pop)

fitness=oneMax(pop)

turboGA.m

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updated 4 years ago

SpeedyGA: A Fast Simple Genetic Algorithm by Keki Burjorjee

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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