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updated 11 days 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 25 days ago

Binary Bat Algorithm by Seyedali Mirjalili

BBA is the binary version of the Bat Algorithm for optimizing binary problems. (binary optimization, optimization, binary search space)

MyCost(x)

[best,fmin,cg_curve]=BBA(n, A, r, d, Max_iter, CostFuncti...

Main.m

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updated 25 days ago

Grey Wolf Optimizer (GWO) by Seyedali Mirjalili

GWO is a novel meta-heuristic algorithm for global optimization (optimization, metaheuristics, heuristic)

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

Get_Functions_details(F)

func_plot(func_name)

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updated 1 month ago

Chicken Swarm Optimization Algorithm (demo) by Xian-Bing Meng

This is a new bio-inspired algorithm Chicken Swarm Optimization, proposed by Xian-bing(2014) (mathematics, optimization, matlab)

CSO.m

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updated 1 month ago

Multi-Objective Particle Swarm Optimization using Square Root Distance by MAN FAI

Matlab code for Multi-Objective Particle Swarm Optimization using Square Root Distance (algorithm, multi objective, mopso)

[bound]=boundary()

[mutated_particle]=mutation(particle_to_be_mutated,ub,lb,...

[nondom]=check_domination(archive,temp_particle)

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updated 3 months ago

Stochastic Fractal Search (SFS) by Hamid Salimi

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 5 months ago

Particle Swarm Optimization (Vectorized Code) by Reza Ahmadzadeh

a simple implementation of Particle Swarm Optimization algorithm (PSO) (pso, particle swarm, swarm intelligence)

VPSO.m

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updated 8 months ago

Another Particle Swarm Toolbox by Sam

Implementation of a PSO algorithm with the same syntax as the Genetic Algorithm Toolbox. (optimization, particle swarm, pso)

...

...

...

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updated 10 months ago

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

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

Q=moba_demo(NPareto)

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updated 10 months ago

Flower Pollination Algorithm by Xin-She Yang

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

[best,fmin,N_iter]=fpa_demo(para)

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updated 1 year 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)

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updated 3 years ago

Simulation of Ant Based Clustering Algorithm Based on Cemetery Organization (Lumer&Faeita Method) by Heidar Rastiveis

This code shows the process of Lumer and Faeita algorithm in data clustering. (data mining, data clustering, swarm intelligence)

AntBasedClustering(varargin)

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updated 3 years ago

Particle Swarm Optimization Research Toolbox by George Evers

Gbest PSO, Lbest PSO, RegPSO, GCPSO, MPSO, OPSO, Cauchy mutation, and hybrid combinations (pso toolbox, particle swarm toolbo..., pso code)

ObjFun_Ackley(position_matrix, num_particles_2_evaluate)

ObjFun_Griewangk(position_matrix, num_particles_2_evaluate)

ObjFun_NN(position_matrix, num_particles_2_evaluate)

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updated 8 years ago

Particle Swarm Optimization Toolbox by Brian Birge

With Trelea, Common, and Clerc types along with ... (optimization, emergence, swarm intelligence)

...

[OUT,varargout]=pso_Trelea_vectorized(functname,D,varargin)

[out,varargout]=normmat(x,newminmax,flag)

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