
tgp
 Referenced in 39 articles
[sw07921]
 supported. Sequential experimental design and adaptive sampling functions are also provided, including ... supports derivativefree optimization of noisy blackbox functions...

DFO
 Referenced in 125 articles
[sw04737]
 objective function evaluation is a simulation package treated as a black box...

AQUARS
 Referenced in 12 articles
[sw07570]
 multistart framework for global optimization of expensive functions using response surface models We present ... global minimum of a computationally expensive blackbox function subject to bound constraints...

FOXBOX
 Referenced in 16 articles
[sw00307]
 objects are stored as functions. For instance: a black box polynomial is a procedure that...

SYMPHONY
 Referenced in 36 articles
[sw04718]
 knowledge. Within the black box, SYMPHONY performs all the normal functions of branch...

SOI
 Referenced in 10 articles
[sw10100]
 problems that have computationally expensive blackbox objective functions and that may have computationally expensive...

SPASS+T
 Referenced in 19 articles
[sw04613]
 arithmetic and free function symbols as a blackbox. We discuss the architecture of SPASS...

mlrMBO
 Referenced in 5 articles
[sw19214]
 ModelBased Optimization of Expensive BlackBox Functions. We present mlrMBO, a flexible and comprehensive ... problem of expensive blackbox optimization by approximating the given objective function through a surrogate...

GPareto
 Referenced in 5 articles
[sw28711]
 global multiobjective optimization of blackbox functions. Multiobjective Expected Improvement and Stepwise...

SLEP
 Referenced in 39 articles
[sw13487]
 iteration, we only need to evaluate the function value and the gradient; and thus ... convex optimization via the firstorder blackbox methods. 3) Efficient Projection. The projection problem ... Pathwise Solutions. The SLEP package provides functions that efficiently compute the pathwise solutions corresponding...

MATSuMoTo
 Referenced in 3 articles
[sw20551]
 variables. Due to the blackbox nature of the objective function, derivatives are not available ... computationally cheap approximations of the expensive objective function in order to guide the search ... computational expense of doing a single function evaluation, the goal is to find optimal solutions ... evaluations. The multimodality of the expensive blackbox function requires an algorithm that is able...

PESTO
 Referenced in 7 articles
[sw28243]
 generic manner, treating the objective function as a black box. Hence, PESTO can be used ... parameter estimation problem, which provides an objective function in MATLAB. PESTO has been used...

blackbox
 Referenced in 2 articles
[sw14922]
 procedure for parallel optimization of expensive blackbox functions. This note provides a description ... designed to efficiently optimize expensive blackbox functions. It uses the response surface methodology...

MISO
 Referenced in 6 articles
[sw20541]
 MISO aims at solving computationally expensive blackbox optimization problems with mixedinteger variables. This ... function value. Examples include optimal reliability design and structural optimization. A single objective function evaluation ... even days. Thus, only very few objective function evaluations are allowable during the optimization ... literature. Because the objective function is blackbox, derivatives are not available and numerically approximating...

DFOTRNS
 Referenced in 3 articles
[sw36995]
 unconstrained optimization of nonsmooth blackbox functions...

NESUN
 Referenced in 35 articles
[sw28733]
 paper, we present new methods for blackbox convex minimization. They do not need ... actual level of smoothness of the objective function. Their only essential input parameter...

Black Box Opt
 Referenced in 2 articles
[sw05068]
 Black box functions and constraints, expensive evaluations, no derivatives needed...

GLIS
 Referenced in 2 articles
[sw38479]
 preferencebased optimization of expensive blackbox functions using inverse distance weighting and radial basis...

Metalibm
 Referenced in 2 articles
[sw11116]
 code generator produces C code for parametrized functions within a known scheme: range reduction (domain ... expanded to generate code for blackbox functions, e.g. defined only by differential equations...

GTOP
 Referenced in 2 articles
[sw13745]
 several difficult trajectory optimisation problems as black box functions to invite the operational research community...