• tgp

  • Referenced in 39 articles [sw07921]
  • supported. Sequential experimental design and adaptive sampling functions are also provided, including ... supports derivative-free optimization of noisy black-box 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 black-box 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...
  • SO-I

  • Referenced in 10 articles [sw10100]
  • problems that have computationally expensive black-box objective functions and that may have computationally expensive...
  • SPASS+T

  • Referenced in 19 articles [sw04613]
  • arithmetic and free function symbols as a black-box. We discuss the architecture of SPASS...
  • mlrMBO

  • Referenced in 5 articles [sw19214]
  • Model-Based Optimization of Expensive Black-Box Functions. We present mlrMBO, a flexible and comprehensive ... problem of expensive black-box optimization by approximating the given objective function through a surrogate...
  • GPareto

  • Referenced in 5 articles [sw28711]
  • global multi-objective optimization of black-box functions. Multi-objective Expected Improvement and Step-wise...
  • SLEP

  • Referenced in 39 articles [sw13487]
  • iteration, we only need to evaluate the function value and the gradient; and thus ... convex optimization via the first-order black-box 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 black-box 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 black-box 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 black-box functions. This note provides a description ... designed to efficiently optimize expensive black-box functions. It uses the response surface methodology...
  • MISO

  • Referenced in 6 articles [sw20541]
  • MISO aims at solving computationally expensive black-box optimization problems with mixed-integer 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 black-box, derivatives are not available and numerically approximating...
  • DFO-TRNS

  • Referenced in 3 articles [sw36995]
  • unconstrained optimization of nonsmooth black-box functions...
  • NESUN

  • Referenced in 35 articles [sw28733]
  • paper, we present new methods for black-box 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]
  • preference-based optimization of expensive black-box 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 black-box 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...