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updated 15 days ago

A multilevel thresholding algorithm using Electromagnetism Optimization by Diego Oliva

An implementation of Electromagnetism Optimization for multilevel image thresholding (image segmentation, evolutionary algorith..., electromagnetism opti...)

Kapur.m

MTHEMO.m

PSNR.m

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updated 1 month ago

ev-MOGA Multiobjective Evolutionary Algorithm by Juan M. Herrero

This toolbox implements the ev-MOGA Multiobjective Evolutionary Algorithm. (optimization, multiobjective optimi..., evolutionary algorith...)

J=mop3(theta)

J=mop3_p(theta,param)

[ParetoFront,ParetoSet,eMOGA]=evMOGA(eMOGA)

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updated 1 year ago

Differential Evolution by Markus Buehren

Optimization using the evolutionary algorithm of Differential Evolution. (optimization, evolutionary algorith..., differential evolutio...)

chompsep(str)

computenewpopulation(pop, bestmem, params)

concatpath(varargin)

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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 1 year ago

Cuckoo Search (CS) Algorithm by Xin-She Yang

A standard Cuckoo Search is implemented, which is very efficient. There are three versions now. (mathematics, optimization, finance)

[bestnest,fmin]=cuckoo_search(n)

[bestnest,fmin]=cuckoo_search_new(n)

[bestsol,fval]=cuckoo_search_spring(time)

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updated almost 2 years ago

Constrained MOO using GA (ver. 2) by Wesam Elshamy

Solving a simple MOO problem using Genetic Algorithms (GA) (demo, optimization, genetic algorithms)

moo.m

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updated 2 years ago

Fast Adaptive Coordinate Descent for Non-linear Optimization by Ilya

Fast Adaptive Coordinate Descent for Large- scale (D>>100) Non-linear Optimization (optimization, global optimization, principal component a...)

ACD(strfitnessfct,N,X_a,X_b,MAX_EVAL,stopfitness,howOften...

f=cigar(x, ar)

f=fcigtab(x)

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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, ...

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