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updated 2 months ago

Autonomous Groups Particles Swarm Optimization (AGPSO) by Seyedali Mirjalili

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 3 months ago

Binary Bat Algorithm by Seyedali Mirjalili

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 3 months ago

Grey Wolf Optimizer (GWO) by Seyedali Mirjalili

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 3 months ago

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

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 5 months ago

Stochastic Fractal Search (SFS) by Hamid Salimi

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 7 months ago

Particle Swarm Optimization (Vectorized Code) by Reza Ahmadzadeh

Reza Ahmadzadeh

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

VPSO.m

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updated 10 months ago

Another Particle Swarm Toolbox by Sam

Sam

  • 1 file
  • 240 downloads
  • 4.71875

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

...

...

...

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updated 1 year ago

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

Xin-She Yang

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

Q=moba_demo(NPareto)

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updated 1 year ago

Flower Pollination Algorithm by Xin-She Yang

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

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

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

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 almost 9 years ago

Particle Swarm Optimization Toolbox by Brian Birge

Brian Birge

  • 1 file
  • 451 downloads
  • 4.22368

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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