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updated 1 day ago

GCMBO by Gai-Ge Wang

Improving MBO using Greedy strategy & self-adaptive Crossover operator. There are two versions now. (swarm intelligence, evolutionary computat..., benchmark)

Ackley

ClearDups(Population, MaxParValue, MinParValue)

ComputeAveCost(Population)

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updated 26 days ago

SCA: A Sine Cosine Algorithm by Seyedali Mirjalili

SCA is a novel algorithm for solving single-objective optimization problems (optimization, evolutionary algorith..., genetic algorithm)

Get_Functions_details(F)

SCA(N,Max_iteration,lb,ub,dim,fobj)

func_plot(func_name)

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updated 26 days ago

Sine Cosine Algorithm Toolbox by Seyedali Mirjalili

A toolbox for the Sine Cosine Algorithm (SCA) for solving single-objective optimization problems (optimization, optimisation, pso)

CostFunction( x )

SCA(N,Max_iteration,lb,ub,dim,fobj,handles,value)

SCA_toolbox(varargin)

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updated 26 days ago

DA: Dragonfly Algorithm by Seyedali Mirjalili

DA is a novel swarm intelligence technique for solving single-objective optimization problems (optimization, optimisation, heuristic)

DA(SearchAgents_no,Max_iteration,lb,ub,dim,fobj)

Get_Functions_details(F)

Levy(d)

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updated 7 months ago

NM Landscapes by Narine Manukyan Hall

Tunably rugged landscapes with known global maximum and minimum (nm landscapes, nk, nm)

createNMlandscape.m

evalNMlandscape.m

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updated 7 months ago

Moth-flame Optimization (MFO) Algorithm toolbox by Seyedali Mirjalili

A toolbox for the Moth-flame Optimization (MFO) Algorithm for solving optimization problems (optimization, genetic algorithm, optimisatoin)

CostFunction( x )

MFO(N,Max_iteration,lb,ub,dim,fobj,handles,value)

MFO_toolbox(varargin)

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updated 7 months ago

Dragonfly Algorithm Toolbox by Seyedali Mirjalili

A toolbox for the Dragonfly Algorithm (DA) for solving single-objective optimization problems (optimization, optimisation, heuristic)

CostFunction( x )

DA(SearchAgents_no,Max_iteration,lb,ub,dim,fobj,handles,v...

DA_toolbox(varargin)

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updated 7 months ago

Moth-flame Optimization (MFO) Algorithm by Seyedali Mirjalili

MFO is a novel meta-heuristic algorithm for solving optimization problems (optimization, evolutionary algorith..., heuristic)

Get_Functions_details(F)

MFO(N,Max_iteration,lb,ub,dim,fobj)

func_plot(func_name)

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updated 9 months ago

MODA: Multi-Objective Dragonfly Algorithm by Seyedali Mirjalili

The multi-objective version of the Dragonfly Algorithm (DA) for solving multi-objective problems (optimisation, optimization, heuristic)

Draw_ZDT1()

HandleFullArchive(Archive_X, Archive_F, Archive_member_no...

Levy(d)

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updated 9 months ago

BDA: Binary Dragonfly Algorithm by Seyedali Mirjalili

The binary version of the Dragonfly Algorithm (DA) for solving binary optimization problems (optimization optimisa..., benchmark, ga)

BDA(N, max_iter, nVar, CostFunction)

Levy(d)

MyCost(x)

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updated 9 months ago

Monarch Butterfly Optimization by Gai-Ge Wang

A standard Monarch Butterfly Optimization is implemented. There are two versions. (optimization, algorithm, swarm intelligence)

Ackley

ClearDups(Population, MaxParValue, MinParValue)

CombinePopulation(OPTIONS, Population1, Population2)

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updated 12 months ago

Robust multi-objective test problems by Seyedali Mirjalili

The most challenging robust multi-objective test problems in the world (robust optimization, optimization, benchmark)

Dominates(x,y)

DrawRobustnessSurface

MTP12(x)

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updated 1 year ago

GPUBench by MathWorks Parallel Computing Toolbox Team

Compare GPUs using standard numerical benchmarks in MATLAB. (gpu, performance, benchmark)

gpuBench

gpuBench()

gpuBenchLauncher()

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updated 1 year ago

Simulink CSTR Simulation and Control by John Hedengren

John Hedengren (view profile)

Exothermic CSTR with predictions for outlet temperature and concentration. (pid, cstr, reaction kinetics)

msfun_realtime_elapsed(block)

msfun_realtime_elapsed(block)

msfun_realtime_pacer(block)

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updated 1 year ago

A benchmark software for multivariate statistical process control by GIEM

GIEM (view profile)

GUI tutorial for understanding the PCA-based MSPC strategy (multivariate statisti..., principal component a..., multivariate control ...)

qFactor.m

MSPC_main.m

CreateFeedSignal(tSim,tSample,type,initialValue,ChangeRat...

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updated 1 year ago

7 Multi-Objective Problems (Van Valedhuizen's test suite) by Reza Ahmadzadeh

The file includes 7 standard function of the Van Valedhuizen's test suite. (objective, optimization, multi)

MOP1(X)

MOP2(X)

MOP3(X)

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updated 2 years ago

MDCSTest by Daniel Herber

Daniel Herber (view profile)

Flexible MATLAB benchmarking program for multiple workers, long jobs, and high memory tasks (bench, benchmark, testing)

MDCSTest(Aworkers,Bnumber,Csize)

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updated 3 years ago

NIST Statistical Reference Datasets for Nonlinear Regression by Adam Gripton

MAT file of all the benchmark Nonlinear Regression problems from the NIST StRD website (nonlinear, regression, statistics)

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updated almost 4 years ago

Hunt For Local Maxima, Minima, Plateau by Michael Chan

Michael Chan (view profile)

Illustrates identification of local maxima, minima or plateau, for exit criteria for long processes. (bioinformatics, image processing, intensive)

benchmarkSampleFunction

determineLocationsOfMaximaMinimaPlateauFromProclivityFeat...

determineProclivity( currentInput, previousInput )

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updated 4 years ago

Improving the convergence of Nelder-Mead (and so fminsearch) by Emile Simon

This highlights a (common) trick to improve the convergence of NM, and a problem within fminsearch. (optimization, neldermead, algorithm)

nmsmax(fun, x, stopit, savit, varargin)

BenchmarkXSquared.m

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updated 5 years ago

Traditionalized Ackley by George Evers

George Evers (view profile)

Implements the traditional benchmark formulation used in optimization literature (ackleyfcn, ackleyfcnm, ackley)

ackleyfcn(x)

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updated 5 years ago

Line Phantoms For Back Projection Detectability Tests by Michael Chan

Michael Chan (view profile)

Drafts lines used as biomedical phantoms for Back Projection Detectability Tests. (biomedical, image processing, detectability)

drawline.m

draftLinesForBackProjectionTest(scratchPad, numberOfLines...

imagePlot( imageData, plotRowSize, plotColSize, ...

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updated 5 years ago

A Benchmark Problem for Model Based Control System Tests - 001 by Yogananda Jeppu

A benchmark problem for model based control system testing (aerospace, automotive, benchmark)

compslp(x1,x2,y1,y2,x)

concover(a,inp)

interpol1(X,Y,x,COVERAGE)

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updated almost 7 years ago

Benchmark clear() behavior with OOP handle by Benjamin Heasly

Examine Matlab's "clear" behavior with different handle reference configurations. (oop, object, reference)

handleClearBenchmarks.m

simpleHandle

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updated almost 8 years ago

Benchmarking Sudoku Solvers by Yi Cao

Yi Cao (view profile)

Benchmarking various sudoku solvers (games, sudoku, benchmark)

Sudoku Solver Benchmarking

sudukubench(solver,nTest)

yass(A,N,block)

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updated 8 years ago

Compute PSA-benchmarked prepayment metrics by Dimitri Shvorob

(CPR and SMM) (finance, modeling, analysis)

cprpsa.m

mgpmt.m

smmpsa.m

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updated 8 years ago

Benchmark by Mirko Hrovat

Mirko Hrovat (view profile)

A different version of bench.m with additional options and output. (bench, benchdat, benchmark)

benchmark(count,test)

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updated 10 years ago

How fast is your graphics card? by Michael Kleder

Michael Kleder (view profile)

Creates a challenging 3-d benchmark for graphics processing speed measurement. (hardware driver, graphics, card)

howfast

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