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updated 3 days ago

Moth-flame Optimization (MFO) Algorithm toolbox by Seyedali Mirjalili

A toolbox for the Moth-flame Optimization (MFO) Algorithm for solving optimization problems (optimization, genetic algorithm, optimisatoin)

CostFunction( x )

MFO(N,Max_iteration,lb,ub,dim,fobj,handles,value)

MFO_toolbox(varargin)

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updated 3 days ago

Dragonfly Algorithm Toolbox by Seyedali Mirjalili

A toolbox for the Dragonfly Algorithm (DA) for solving single-objective optimization problems (optimization, optimisation, heuristic)

CostFunction( x )

DA(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles,v...

DA_toolbox(varargin)

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updated 3 days ago

Moth-flame Optimization (MFO) Algorithm by Seyedali Mirjalili

MFO is a novel meta-heuristic algorithm for solving optimization problems (optimization, evolutionary algorith..., heuristic)

Get_Functions_details(F)

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

func_plot(func_name)

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updated 13 days ago

GAOT-ECM: Extension For Control And Modeling by Andreea Ion

GAOT-ECM implements genetic algorithms for industrial plant identification and PID controller design (matlab, simulink, ga)

GAOT_ECM_ControllerDesign(criteria, fitnessFunctionName, ...

GAOT_ECM_ControllerDesign_GA(criteria, evalFN, termFN...

GAOT_ECM_ModelIdentification( criteria, fitnessFuncti...

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updated 1 month ago

Truss Optimization with MATLAB Genetic Algorithm (GA) Function by Mohammad Farshchin

This code implements MATLAB GA for truss optimization (genetic algorithm, genetic algorithm for..., ga for truss optimiza...)

ConstraintsFunc(x)

Data

FitnessFunc(x)

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updated 1 month ago

Non-domination sorting by Simone

Simone (view profile)

Non-domination sorting as described by NSGA-II algorithm. (genetic algorithm, nsga, sorting)

nds(P)

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updated 1 month ago

fun(b,a) by manjeet kumar

optimal fractional delay infinite impulse response filter design using cuckoo search algorithm (signal processing, optimization, matlab)

fun(b,a)

FD_IIR_CSA_PSO_GA.m

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updated 1 month ago

DA: Dragonfly Algorithm by Seyedali Mirjalili

DA is a novel swarm intelligence technique for solving single-optimization problems (optimization, optimisation, heuristic)

DA(SearchAgents_no,Max_iteration,lb,ub,dim,fobj)

Get_Functions_details(F)

Levy(d)

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updated 1 month ago

MODA: Multi-Objective Dragonfly Algorithm by Seyedali Mirjalili

The multi-objective version of the Dragonfly Algorithm (DA) for solving multi-objective problems (optimisation, optimization, heuristic)

Draw_ZDT1()

HandleFullArchive(Archive_X, Archive_F, Archive_member_no...

Levy(d)

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updated 1 month ago

BDA: Binary Dragonfly Algorithm by Seyedali Mirjalili

The binary version of the Dragonfly Algorithm (DA) for solving binary optimization problems (optimization optimisa..., benchmark, ga)

BDA(N, max_iter, nVar, CostFunction)

Levy(d)

MyCost(x)

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updated 2 months 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,ThBeta)

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

tempCompCurve(x,Tdata)

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updated 2 months 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 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

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 3 months 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 months 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 4 months 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 4 months 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 5 months 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 5 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 5 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 6 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 6 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 6 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 7 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 7 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 7 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 7 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 8 months ago

Iris Biometric Recognition With Genetic Algorithms Matlab Code by Hamdi Boukamcha

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

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updated 8 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 9 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 11 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 1 year 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 1 year ago

Genetic_algorithmgg.m by Arash

GeneticAlgorithm (genetic algorithm)

Genetic_algorithmgg.m

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updated 1 year 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 1 year 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 1 year 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 1 year 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 1 year 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 1 year 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 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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