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updated 2 years ago

Surrogate Model Optimization Toolbox by Julie


Surrogate model optimization algorithm for computationally expensive global optimization problems (global optimization, surrogate model, derivativefree)

BumpinessMinSampling(Data, maxeval, Surrogate, lambda, ga...



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updated 4 years ago

LSE by John D'Errico

John D'Errico

A linear least squares solver, subject to linear equality constraints (least squares, regression, linear regression)


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updated 5 years ago

Complex Method of Optimization by Travis Wiens

Travis Wiens

Implements the Complex Method of Constrained Optimization (optimization, nonlinear, constrained)

[fitness x]=fitness_function(x, opts)

[x_best, fit_best, x_pop, fit_pop stats]=complexmethod(fc...


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updated 6 years ago

MPC: Multivariable Constrained State Space example by Paul Mc Namara

Paul Mc Namara

A constrained MPC stirred tank reactor example (simulation, constrained, mpc)

formRss( p, HN123 )

formcss( p, Upast, f )

futureSetPt( p )

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updated 9 years ago

quadprog2 - convex QP solver by Michael Kleder

Michael Kleder

Solves convex constrained quadratic programming (QP) using SOLVOPT. (optimization, convex, constrained)

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updated 11 years ago

NNLS and constrained regression by Rasmus Bro

Rasmus Bro

M-files for non-negativity constrained least squares regression. (statistics, probability, nonnegativity)



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updated 15 years ago

fminconset by Ingar Solberg

Ingar Solberg

Solves constrained minimization problems, some of the variables are restricted to discrete values (optimization, constrained, fminconset)




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updated almost 16 years ago

simps by Zeljko Bajzer

Zeljko Bajzer

The method is based on iterations of full-dimensional simplex calls (optimization, constrained, minimizer)




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