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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

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updated 18 days ago

A Comparison of Evolutionary Computation Techniques for IIR Model Identification by Erik

Evolutionary Computation Techniques are compared considering some IIR identification problems (pso, genetic algorithm, filter design)

ABC.m

simulasist3.m

apso_1st_order_filter.m

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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

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updated 1 month ago

Network reconfiguration by BPSO method by dat nguyen

Network reconfiguration for minimizing power loss by BPSO method. (pso, bpso, matpower41)

case33

main.m

swarm33.m

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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)

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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

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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)

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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)

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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

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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

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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

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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

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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)

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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

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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

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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...

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updated 8 months ago

Fractional Order Darwinian Particle Swarm Optimization by Micael Couceiro

Easy-to-use Fractional Order Darwinian Particle Swarm Optimization algorithm on generic functions (optimization, pso, fractional calculus)

fodpso.m

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updated 9 months ago

Multi-objective optimization, Particle swarm algorithm -ZDT, KUR, SCH by Akshay Gore

Improved many target particle swarm algorithm, success in solving the multi-objective optimization (pso, multiobjectiveoptimiz...)

BPSO_wx123.m

Pg=leader(B,Xb)

[C, Xc]=ParetoC(A,Xa)

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updated 9 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 9 months ago

Optimal Power Flow by Vector PSO by RMS Danaraj

OPF by Vector PSO (power systems, power flow, pso)

[F1 PP vv]=opf2(x)

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

[Pgg P V Ybus]=pflow(busdata,linedata);

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updated 9 months ago

Particle Swarm optimization by Khalid

Hard PSO applied to solve MUD(Multiuser Detector) (pso, hpso, mud)

HPSO.m

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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

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updated 1 year ago

psoToolbox by Sandeep Solanki

PSO Toolbox with Fast Speed and Interactive GUI. (pso, optimization, toolbox)

psoToolbox

findsqrt(X)

pso(ObjectiveFunction,Nvars,LB,UB)

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updated 1 year ago

PSO for Global optimization Problems by ak

Particle Swarm Optimization program for Rosenbrock function (pso, rosenbrock function, global optimization p...)

Rosenbrockfunc.m

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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

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updated 2 years ago

Segmentation by Micael Couceiro

Multiple Image Segmentation using PSO, DPSO, FO-DPSO and exhaustive methods. (segmentation, pso, histogram)

segmentation.m

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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,...

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updated 3 years ago

Fractional Order Darwinian Particle Swarm Optimization by Micael Couceiro

MatLab function for FDPSO (Fractional Order Darwinian Particle Swarm Optimization) (pso, darwinian, fractional calculus)

FDPSO.m

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updated almost 4 years ago

Simple example of PSO algorithm by Andrea Cirillo

Matlab function to find the minimum of a objective function with the PSO Algorithm (optimization, mathematics, pso)

[p_min, f_min, iter]=pso(func, numInd, range, n_var, tole...

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updated 4 years ago

Accelerated Particle Swarm Optimization by Xin-She Yang

Accelerated PSO, Particle Swarm Optimization (mathematics, optimization, simulation)

[best]=apso(n,timesteps)

apso_weld

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updated 4 years ago

pso by Micael Couceiro

Easy-to-use MatLab function for PSO. (optimization, pso, swarm)

pso.m

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updated almost 5 years ago

Newton Raphson Power Flow Solution using MATLAB by Hafiz Kashif Khaleel

this is the general program for Newton Raphson solution. (newton raphson power ..., matlab, power system operatio...)

nr.m

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updated 5 years ago

Improved PSO program to solve Economic Dispatch by RMS Danaraj

This program solves the economic dispatch problem by improved PSO algorithm (optimization, economic disptach, pso)

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

[P Fcost Pl]=eld(data,B,Pd)

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

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updated 6 years ago

Particle Swarm Optimization (PSO) algorithm by Milan Rapai

An implementation of PSO algorithm with time-varying parameters. (optimization, pso)

pso(objfunc, nvars, options)

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updated 6 years ago

PSO solution to economic dispatch by RMS Danaraj

This program solves the economic dispatch problem by PSO toolbox developed by Brian birge.Two exampl (optimization, pso, economic dispatch)

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

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

[y Pl]=f6(in)

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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)

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updated 10 years ago

Particle Swarm Optimization by Ivan Candelas

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

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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)

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