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updated 3 days ago

Fuzzy Ga by sina t

sina t (view profile)

Fuzzy Ga code (fuzzy logic, genetic algorithm, image processing)

MyCrossOver_Fcn(Par1,Par2,CrossMethod)

MyFucn_Fcn(Pop)

SelectParents_Fcn(Cost,SelectionNum,SelMethod)

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updated 3 days ago

Ga code by sina t

sina t (view profile)

Ga code in matlab (genetic algorithm)

MyCrossOver_Fcn(Par1,Par2,CrossMethod)

MyFucn_Fcn(Pop)

SelectParents_Fcn(Cost,SelectionNum,SelMethod)

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updated 12 days ago

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

Rody Oldenhuis (view profile)

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

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updated 1 month ago

G. A. by mer dhaval

this programe is used to solve the any equation by using GA (optimization, genetic algorithm)

GA_Uni.m

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updated 1 month 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 1 month 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 1 month ago

Hello World Genetic Algorithm by Grant

Grant (view profile)

Solves User Defined Strings Using A Genetic Algorithm (genetic algorithm, hello world, string genetic algori...)

helloWorldGeneticAlgorithm.m

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updated 2 months 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 2 months 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 2 months ago

Grey Wolf Optimizer Toolbox by 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

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 3 months ago

2 Dimensional Optimization using a Continuous Genetic Algorithm by Hashem Rizk

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

GeneticAlgorithmOptimizationGUI(varargin)

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updated 3 months ago

Optimization based on the States of Matter by Erik

Erik (view profile)

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

stateofmattersearch(NoPob)

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updated 4 months ago

Butterfly-Particle Swarm Optimization(Butterfly-PSO/BFPSO) Technique by 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 4 months ago

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

Erik (view profile)

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 4 months ago

Algorithm for Global Optimization Inspired by Collective Animal Behavior by Erik

Erik (view profile)

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 4 months ago

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

Erik (view profile)

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 5 months ago

Iris Biometric Recognition With Genetic Algorithms Matlab Code by Hamdi Boukamcha

Hamdi Boukamcha (view profile)

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

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updated 6 months ago

Binary Genetic Algorithm Feature Selection.zip by Oluleye Babatunde

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

Binary_Genetic_Algorithm_Hezy_2013

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updated 6 months ago

Autonomous Groups Particles Swarm Optimization (AGPSO) by 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 8 months ago

SOS.m by 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 9 months ago

PICEAg MATLAB.zip by Rui

Rui (view profile)

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 9 months ago

A Cuckoo Search algorithm for multimodal optimization by Erik

Erik (view profile)

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

mCuckoo(NoPob)

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updated 10 months ago

Genetic_algorithmgg.m by Arash

GeneticAlgorithm (genetic algorithm)

Genetic_algorithmgg.m

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updated 10 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 10 months ago

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

Erik (view profile)

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 11 months ago

Test functions for global optimization algorithms by Rody Oldenhuis

Rody Oldenhuis (view profile)

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

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updated 12 months ago

Open Traveling Salesman Problem - Genetic Algorithm by Joseph Kirk

Joseph Kirk (view profile)

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 12 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 12 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

Basic Genetic Algorithm by 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 1 year ago

Genetic algorithm approach in Single Machine Scheduling by Krishna Kumar P

Krishna Kumar P (view profile)

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 1 year ago

Biogeography-Based Optimizer (BBO) for training Multi-Layer Perceptron (MLP) by 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 1 year ago

The CC-GDG-CMAES algorithm by Yi Mei

Yi Mei (view profile)

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

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

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

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 (view profile)

algorithm for particle swarm optimization (genetic algorithm)

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

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updated almost 2 years ago

Truss Design Optimization Based on Generative Algorithms by 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 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

London Kings Cross Western Concourse Genetic Algorithm by 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 2 years ago

Calculating Minimun value on Function Genetic Algorithms by Daniel

Daniel (view profile)

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 (view profile)

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 (view profile)

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 (view profile)

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 almost 3 years ago

Machine learning - balancing a stack of balls by Peter Bone

Peter Bone (view profile)

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 almost 3 years ago

Genetic Algorithm for n-queen problem by 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 3 years ago

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

Seth DeLand (view profile)

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 3 years ago

Knapsack problem by Hanan Kavitz

Hanan Kavitz (view profile)

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

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

GA_Roulette_Wheel_Selection.m

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