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updated 26 days ago

SCA: A Sine Cosine Algorithm by Seyedali Mirjalili

SCA is a novel algorithm for solving single-objective optimization problems (optimization, evolutionary algorith..., genetic algorithm)

Get_Functions_details(F)

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

func_plot(func_name)

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updated 26 days ago

Sine Cosine Algorithm Toolbox by Seyedali Mirjalili

A toolbox for the Sine Cosine Algorithm (SCA) for solving single-objective optimization problems (optimization, optimisation, pso)

CostFunction( x )

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

SCA_toolbox(varargin)

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updated 26 days ago

DA: Dragonfly Algorithm by Seyedali Mirjalili

DA is a novel swarm intelligence technique for solving single-objective 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 3 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 4 months ago

Simple Example of Multiobjective Evolutionary Algorithm by Chandramouli Gnanasambandham

Multiobjective Evolutionary Algorithm implemented on 1DOF Spring-Mass-Damper System (multiobjective optimi..., optimization, springmassdamper syst...)

eval_objectives(in_begin_t, in ,y,t,opt)

opt_fun(x,objective_opt,calc_out_flag,plot_flag)

plot_fun(g,a0,t,in_funcH,y)

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updated 7 months 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 7 months 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 7 months 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 9 months 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 9 months 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 9 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 11 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 12 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 1 year 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 1 year 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 1 year ago

Adaptive gbest-guided gravitational search algorithm by Seyedali Mirjalili

A gbest-guided gravitational search algorithm (optimization, gsa, heuristic)

evaluateF.m

Gconstant.m

Gfield.m

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updated 1 year ago

Chaos theory and meta-heuristics by Seyedali Mirjalili

10 chaotic maps that can be integrated to any meta-heuristics (optimization, metaheuristic, heuristic)

chaos(Index,Initial_Value,Max_iter)

Main.m

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updated almost 2 years 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 almost 2 years ago

Function optimization using Differential Evolution by Baba Dash

Baba Dash (view profile)

sin(x) optimization using DE (optimization, evolutionary algorith..., soft computing)

sinXoptimization_using_DE.m

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updated 2 years ago

Hybrid Particle Swarm Optimization and Gravitational Search Algorithm (PSOGSA) by Seyedali Mirjalili

PSOGSA is the efficient combination of PSO and GSA. (psogsa, hybrid pso and gsa, hybrid particle swarm...)

benchmark_functions.m

benchmark_functions_details.m

PSOGSA.m

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updated almost 3 years ago

Hybrid Differential Evolution Algorithm With Adaptive Crossover Mechanism by Gilberto Reynoso-Meza

An EA based on DE with adaptive crossover rate, population refresh and local search. (evolutionary algorith..., differential evolutio..., optimization)

CostFunction.m

DE_TCR.m

LocalSearch(X,Dat)

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updated 5 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)

R1(pop)

oneMax(pop)

speedyGA.m

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