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updated 9 days ago

Chaotic Biogeography-based Optimisation (CBBO) algorithm by Seyedali Mirjalili

50 chaos-embedded versions of the BBO algorithm (optimization, bbo, optimisation)

Ackley

BBO(ProblemFunction, DisplayFlag, ProbFlag, RandSeed)

BBO_chaos(ProblemFunction, DisplayFlag, ProbFlag, RandSee...

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updated 13 days 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_toolbox(varargin)

Positions=initialization(SearchAgents_no,dim,ub,lb)

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updated 4 months ago

SwarmDolphin - The Swarm Dolphin Algorithm (SDA) by Leo Chen

The Swarm Dolphin Algorithm (optimisation)

SGA_FITNESS_function.m

SwarmDph_demo_MO_NSGAII.m

SwarmDph_demo_SO_std.m

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updated 1 year ago

Gradient Descent by Sachinthaka

This function finds the local minima of a function. (gradient descent, optimisation, optimization)

[val grad]=test_func(x)

[x val]=gradient_descent(func,x, varargin)

test_grad_descent.m

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updated 3 years ago

SVM Demo by Richard Stapenhurst

An interactive demo of how an SVM works, with comparison to a perceptron (demo, optimization, optimisation)

LinearClassifier

svm_demo

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updated 3 years ago

Complex fsolve by Leonidas Georgopoulos

Computes numerically complex solutions of a system of equations (complex, imaginary, optimisation)

[cfsol fsol fval exitflag output jacob ]=cfsolve(funhandl...

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updated 4 years ago

ClonalG Immune Algorithm for Optimiation with Constraints by Djaghloul Mehdi

This algorithm deal with multimodal optimization problems under constraints. (ais, clonalg selection, immune algorithms)

F =fit_Fun(v)

Sol=jack_immune_projection(w0,pop_size,best_pop_size,clon...

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updated 5 years ago

Seconds to hours, minutes, seconds by Simon Robinson

Converts a time in seconds to a time in hours, minutes and seconds. (optimization, general, timing)

time_string=secs2hms(time_in_secs)

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updated 5 years ago

Minimum Spanning Tree or "Arbre Couvrant de Poids Minimal" (Kruskal Algorithm) with GUI using GUIDE by FONKWE

This is a GUI for the minimum spanning tree problem using kRUSKAL'S algorithm (gui, tree, branches)

[korif,c]=iscircle(korif,akmi)

connected(X)

fysalida(A,col)

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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 6 years ago

ClonalG selection immune algorithm by Djaghloul Mehdi

Function for multimodal optomisation (optimization, optimisation, ais)

Fit_fun_val=fit_fun(v)

Sol=jack_immune_clonal(w0,pop_size,best_pop_size,clone_si...

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updated 9 years ago

SIMPGDSEARCH by Yo Fukushima

Multi-dimensional unconstrained nonlinear minimization using grid search + Simplex method. (optimization, simplex, grid)

objfun_demo(parameters,addarg)

simpgdsearch(objfun,gdvalues,addarg,fileout)

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