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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 5 months ago

Interior search algorithm (ISA) by Amir

Amir (view profile)

Source code of Interior search algorithm for Global Optimization (optimization, mathematics, statistics)

ISA.m

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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 11 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

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

Stochastic Fractal Search (SFS) by Hamid Salimi

Hamid Salimi (view profile)

A novel and powerful metaheuristic algorithm that you can always rely on it (optimization, metaheuristic, fractal)

Bound_Checking(p,lowB,upB)

DeJong(x)

Diffusion_Process(Point,S,g,BestPoint)

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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 2 years ago

Multi-objective bat algorithm (MOBA) by Xin-She Yang

Xin-She Yang (view profile)

Matlab demo code for multiobjective bat algoritm (multiobjective optimi..., optimization, algorithm)

moba_demo(NPareto)

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updated 2 years ago

Flower Pollination Algorithm by Xin-She Yang

Xin-She Yang (view profile)

Flower algorithm for global optimization (metaheuristic, optimization, algorithm)

fpa_demo(para)

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updated almost 3 years ago

One Rank Cuckoo Search (ORCS) algorithm by Ahmed Tawfik

An improved cuckoo search optimization algorithm. Well competent and easy to use. (algorithms, cuckoo search, evolutionary algorith...)

Ackley(x)

Griewank(x)

ORCS(FitnessFunction, Dimensions, LowerBound, UpperBound,...

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updated almost 3 years ago

Cuckoo Search (CS) Algorithm by Xin-She Yang

Xin-She Yang (view profile)

A standard Cuckoo Search is implemented, which is very efficient. There are three versions now. (mathematics, optimization, finance)

cuckoo_search(n)

cuckoo_search_new(n)

cuckoo_search_spring(time)

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updated 3 years ago

Bat algorithm (demo) by Xin-She Yang

Xin-She Yang (view profile)

This is a demo for Bat Algorithm, developed by Xin-She Yang (2010). (optimization, natureinspired, metaheuristic)

bat_algorithm(para)

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updated 4 years ago

Firefly Algorithm by Xin-She Yang

Xin-She Yang (view profile)

Firefly Algorithm for Constrained Optimization (optimization, simulation, mathematics)

fa_mincon

fa_ndim

firefly_simple(instr)

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