image thumbnail

updated 2 days ago

Induction motor parameter estimation and tracking by Bartlomiej Ufnalski

The DOP-capable PSO is employed to estimate and then track asynchronous motor selected parameters. (parameter estimation, parameter identificat..., parameter tracking)

parameter_tracking.m

asynch_motor.slx

image thumbnail

updated 23 days ago

Particle Swarm Optimization Simulation by Wesam Elshamy

an animated simulation of particles searching for the minima of a simple function (particle swarm optimi..., pso, thanks a lot for ever...)

Particle Swarm Optimization Simulation

image thumbnail

updated 1 month 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)

image thumbnail

updated 1 month ago

Swarm Rapid Centroid Estimation: A particle swarm clustering algorithm by Mitchell Yuwono

An efficient particle swarm approach for rapid optimization of cluster centroids. (optimization, statistics, data exploration)

EnsembleAggregate(softlabels,method,visualize)

RCE(in,k, varargin )

[h,x,y,z] =plot_fuzzy_voronoi (dt, u, m,N_steps,distance,...

image thumbnail

updated 1 month ago

Binary hybrid particle swarm optimization and gravitational search algorithm (BPSOGSA) by Seyedali Mirjalili

Binary version of the BPSOGSA algorithm (psogsa, pso, particle swarm optimi...)

BPSOGSA.m

evaluateF.m

Gconstant.m

image thumbnail

updated 1 month ago

Enhanced Binary Particle Swarm Optimization (BPSO) with 6 new transfer functions by Seyedali Mirjalili

An Enhanced binary Particle Swarm Optimization algorithm (VPSO) with v-shaped transfer functions (bpso, particle swarm optimi..., pso)

BPSO(noP,Max_iteration,BPSO_num,CostFunction,noV)

DrawConvergenceCurves(p,Max_iteration)

MyCost(x)

image thumbnail

updated 1 month 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)

image thumbnail

updated 1 month 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)

image thumbnail

updated 3 months ago

Evolutionary curve fitting by Bartlomiej Ufnalski

Particle swarm optimization is used to perform the thermal transient impedance curve fitting. (curve fitting, thermal modelling, thermal modeling)

curve_fitting_PSO.m

image thumbnail

updated 3 months ago

Adaptive optimal control for repetitive processes by Bartlomiej Ufnalski

The DOP-capable PSO is employed to adapt controller gains to changing repetitive process parameters. (repetitive control, iterative learning co..., ilc)

pso_dop_tuning.m

plant_with_controller

image thumbnail

updated 3 months ago

Gradient-free parameter identification in repetitive processes by Bartlomiej Ufnalski

Particle swarm based parameter identification (tracking) in non-stationary repetitive process. (parameter identificat..., parameter tracking, nonstationary process)

process_identification_DOP_PSO.m

plant_and_its_model

image thumbnail

updated 3 months ago

Convergent Heterogenous Particle Swarm Optimization by Ngaam

Multi-swarm , convergence analysis, heterogenous search, cooperartion (particle swarm optimi..., heuristic search, convergence)

CHPSO_func(fhd,numIter,param,varargin)

funcRange(fIdx)

objFunc(X, fIdx)

image thumbnail

updated 3 months ago

Plug-in Direct Particle Swarm Repetitive Controller by Bartlomiej Ufnalski

This project demonstrates repetitve process control using evolutionary dynamic optimization tools. (repetitive control, iterative learning co..., ilc)

pdpsrc.m

pdpsrc_PLECS.m

run_me.m

image thumbnail

updated 4 months ago

SOS.m by Doddy Prayogo

A new population-based metaheuristic algorithm for continuous numerical optimization problems. (genetic algorithm, optimization, metaheuristic)

[bestOrganism bestFitness]=SOS(ecosize,funnum)

image thumbnail

updated 5 months 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)

image thumbnail

updated 5 months ago

Chaos theory and meta-heuristics by Seyedali Mirjalili

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

O=chaos(Index,Initial_Value,Max_iter)

Main.m

image thumbnail

updated 6 months ago

FODPSO for Fitting by Micael Couceiro

Fitting data with a given mathematical model using the FODPSO (data fitting, optimization, mathematical modeling)

Computefitness.m

FDPSOFitting.m

testing.m

image thumbnail

updated 6 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

image thumbnail

updated 6 months ago

GODLIKE - A robust single-& multi-objective optimizer by Rody Oldenhuis

GODLIKE combines 4 global optimizers for both single/multi-objective optimizations (optimization, global optimization, multiobjective)

image thumbnail

updated 7 months ago

Optimization Griewangk Function by Particle Swarm Optimization by mirui wang

An example of Particle Swarm Optimization in the optimization of Griewangk Function. (pso, particle swarm optimi..., example)

Griewangk (X)

PlotG()

PSO31.m

image thumbnail

updated 8 months ago

Particle Swarm Optimization (PSO) by Pramit Biswas

Searching/Tuning/Optimizing by Particle Swarm Optimization (PSO) method (particle swarm optimi..., pso, particle)

Particle_Swarm_Optimization (Bird_in_swarm, Number_of_qua...

image thumbnail

updated 9 months ago

Particle Swarm Optimization Toolbox by Bhanu Pratap Singh

Vectorized code of Particle Swarm Optimization (optimization, particle swarm optimi..., unconstrained optimiz...)

FoxHoles(x)

ackley(x)

griewank(x)

image thumbnail

updated 10 months 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)

image thumbnail

updated 11 months 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...)

PSOGSA.m

benchmark_functions.m

benchmark_functions_details.m

image thumbnail

updated 12 months 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

image thumbnail

updated 12 months ago

Particle Swarm Optimization by Yan Ou

[xMin,yMin] = pso(fun,np,lb,ub); (optimization, mathematics, statistics)

Demo

[out]=ackley(in)

pso(fun,np,lb,ub,inertia,correction_factor,iteration,stop...

image thumbnail

updated 1 year ago

Improved Feedforward Neural Networks Using PSOGSA by Seyedali Mirjalili

This program is an improved Feedforward Neural Network using a hybrid algorithm called PSOGSA. (optimization, particle swarm optimi..., pso)

o=My_FNN(Ino,Hno,Ono,W,B,x1,x2,x3,x4)

output=My_sigmoid(x)

FNNGSA.m

image thumbnail

updated almost 3 years ago

Particle Swarm Optimisation augmented by Adam Gripton

An augmentation of the popular implementation of PSO by Wesam Elshamy (submission 11559). (optimization, particle swarm optimi..., pso)

[globbest,bestpos,fitim,swarmmat]=welPSO(f,t0,iterations,...

image thumbnail

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)

image thumbnail

updated 3 years ago

Particle Swarm Optimization, Differential Evolution by Magnus

Particle Swarm Optimization, Differential Evolution, good parameters, and more. (optimization, global optimization, direct search)

ackley(x, data)

ackleydata(dim, maxEvaluations)

benchmarkdata(dim, ...

image thumbnail

updated almost 4 years ago

Neural Network add-in for PSORT by Tricia Rambharose

This add-in allows a Neural Network to be trained by Particle Swarm Optimization technique. (neural network, particle swarm optimi..., optimization)

NN_training_demo

nn_train_feedback(command,net,varargin)

trainpso(net, tr, trainV, valV, testV, varargin)

image thumbnail

updated 6 years ago

Improved Particle swarm optimization by Djaghloul Mehdi

Multimodal Function Optimisation (optimization, optimisation, particle swarm optimi...)

Fit_fun_val=fit_fun(v)

sol=Jpso(w0,pop_size,Max_error,Kpso_fin)

image thumbnail

updated almost 9 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)

image thumbnail

updated 10 years ago

Particle Swarm Optimization by Ivan Candelas

Particle Swarm Optimization demo. (optimization, pso, particle swarm optimi...)

image thumbnail

updated 10 years ago

Hybrid Particle Swarm Optimization by Alexandros Leontitsis

A hybrid Particle Swarm Optimization algorithm for functions in the real space. (optimization, hybrid, particle swarm optimi...)

hPSO.m

options=hPSOoptions(varargin)

Contact us