[图书][B] Global optimization in action: continuous and Lipschitz optimization: algorithms, implementations and applications

JD Pintér - 1995 - books.google.com
In science, engineering and economics, decision problems are frequently modelled by
optimizing the value of a (primary) objective function under stated feasibility constraints. In …

L ipschitz global optimization

YD Sergeyev, DE Kvasov - Wiley Encyclopedia of Operations …, 2010 - Wiley Online Library
In this paper, a global optimization problem is considered where the objective function and
constraints are multiextremal black‐box functions satisfying the Lipschitz condition over a …

Low regret binary sampling method for efficient global optimization of univariate functions

K Gokcesu, H Gokcesu - arXiv preprint arXiv:2201.07164, 2022 - arxiv.org
In this work, we propose a computationally efficient algorithm for the problem of global
optimization in univariate loss functions. For the performance evaluation, we study the …

On convergence of" Divide the Best" global optimization algorithms

YD Sergeyev - Optimization, 1998 - Taylor & Francis
In this paper a new class of multidimensional global optimization algorithms (called" divide
the best" algorithms) is proposed. The class unifies and generalizes the classes of the …

Univariate geometric Lipschitz global optimization algorithms

DE Kvasov, YD Sergeyev - Numerical Algebra, Control and …, 2012 - aimsciences.org
In this survey, univariate global optimization problems are considered where the objective
function or its first derivative can be multiextremal black-box costly functions satisfying the …

A DC biobjective location model

R Blanquero, E Carrizosa - Journal of Global Optimization, 2002 - Springer
In this paper we address the biobjective problem of locating a semiobnoxious facility, that
must provide service to a given set of demand points and, at the same time, has some …

Branching and bounding improvements for global optimization algorithms with Lipschitz continuity properties

C Cartis, JM Fowkes, NIM Gould - Journal of Global Optimization, 2015 - Springer
We present improvements to branch and bound techniques for globally optimizing functions
with Lipschitz continuity properties by developing novel bounding procedures and …

[图书][B] Global search methods for solving nonlinear optimization problems

Y Shang - 1997 - search.proquest.com
In this thesis, we present new methods for solving nonlinear optimization problems. These
problems are difficult to solve because the nonlinear constraints form feasible regions that …

[图书][B] Global optimization for constrained nonlinear programming

T Wang - 2001 - search.proquest.com
In this thesis, we develop constrained simulated annealing (CSA), a global optimization
algorithm that asymptotically converges to constrained global minima (CGM dn) with …

On covering methods for dc optimization

R Blanquero, E Carrizosa - Journal of Global Optimization, 2000 - Springer
Covering methods constitute a broad class of algorithms for solving multivariate Global
Optimization problems. In this note we show that, when the objective f is dc and a dc …