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updated 1 month ago

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

Wesam Elshamy

Solving a simple MOO problem using Genetic Algorithms (GA) (multiobjective optimi..., demo, optimization)

moo.m

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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

Differential Evolution by Markus Buehren

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 5 months ago

Competition Over Resources: A New optimization Algorithm Based on Animals Behavioral Ecology by Sina Mohseni

Sina Mohseni

Matlab codes for Conpetition Over Resources (COR) Algorithm (optimization algorith..., metaheuristic algorit..., evolutionary algorith...)

y=Sphere(x)

COR_v1.m

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updated 7 months ago

A multilevel thresholding algorithm using Electromagnetism Optimization by Diego Oliva

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 8 months ago

ev-MOGA Multiobjective Evolutionary Algorithm by Juan M. Herrero

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

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 almost 2 years ago

Cuckoo Search (CS) Algorithm by Xin-She Yang

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 2 years ago

Fast Adaptive Coordinate Descent for Non-linear Optimization by Ilya

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 almost 4 years ago

Particle Swarm Optimization, Differential Evolution by Magnus

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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