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updated 2 months ago

A Fuzzy Entropy based Multi-level Image Thresholding using Differential Evolution by Sujoy Paul

Implementation of a Global Image Thresholding Algorithm (image processing, image thresholding, fuzzy)

J=thresholdImage(I,NThresholds)

T=differentialEvolution(h,NThresholds,max_runs)

entropy=fuzzyEntropy(x,h)

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updated 3 months ago

A novel approach for image compression based on multi-level image thresholding using Shannon Entropy by Sujoy Paul

Implementation of an Image Compression ALgorithm (image processing, image segmentation, image compressiondiff...)

J=compressImage(I,Level)

T=diffEvolution(h,D,max_runs)

entropy=shannonEntropy(x,h)

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updated 3 months 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 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)

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updated 6 months ago

Test functions for global optimization algorithms by Rody Oldenhuis

Test functions for global optimization algorithms (global optimization, particle swarm, genetic algorithm)

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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)

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updated 7 months ago

Optimization Rastrigin Function by Differential Evolution algorithm by mirui wang

A simple application of Differential Evolution algorithm in the optimization of Rastrigin funtion. (differential evolutio..., de, rastrigin function)

PlotR()

Rastrigin (X)

[V]=rand1(X,M,F,m)

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updated 10 months ago

Function optimization using Differential Evolution by Baba Dash

sin(x) optimization using DE (optimization, evolutionary algorith..., soft computing)

sinXoptimization_using_DE.m

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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

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updated 12 months ago

Backtracking Search Optimization Algorithm by PINAR CIVICIOGLU

A new swarm-based global optimization algorithm for real valued numerical optimization problems. (optimization, signal processing, image processing)

FoxHoles(x,mydata)

[fname,fnc,low,up,dim]=setttingOfBenchmarkFnc(i)

ackley(x,mydata)

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updated 1 year ago

Hybrid Differential Evolution Algorithm With Adaptive Crossover Mechanism by Gilberto Reynoso-Meza

An EA based on DE with adaptive crossover rate, population refresh and local search. (evolutionary algorith..., differential evolutio..., optimization)

CostFunction.m

DE_TCR.m

LocalSearch(X,Dat)

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updated 2 years ago

Multi-objective Differential Evolution Algorithm with Spherical Pruning by Gilberto Reynoso-Meza

A MOEA which uses a spherical pruning mechanism to build a Pareto front approximation for MOP's (multiobjective optimi..., multiobjective evolut..., differential evolutio...)

CostFunction.m

SphPruning.m

spMODE.m

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updated 2 years ago

Multi-Objective Optimization Differential Evolution Algorithm by Gilberto Reynoso-Meza

Runs a basic Differential Evolution (DE) algorithm for multi-objective optimization. (optimization, multiobjective optimi..., multiobjective evolut...)

CostFunction.m

MODE.m

MODEparam.m

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updated 3 years ago

Differential Evolution Based Channel and Feature Selection by Dr. Rami Khushaba

http://dx.doi.org/10.1016/j.eswa.2011.03.028 (differential evolutio..., feature selection)

DEFS(data_tr,data_ts,DNF,PSIZE,Ld,classif,GEN)

DEFS_chs(data_tr,data_ts,DNC,PSIZE,Ld,classif,GEN,NFPC)

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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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updated 5 years ago

Differential Evolution Monte Carlo sampling by Corey Yanofsky

easy Bayesian computation for real parameter spaces (statistics, probability, bayesian)

DEMC_sample.m

demo_DEMC.m

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