Derivative-free optimization: a review of algorithms and comparison of software implementations

LM Rios, NV Sahinidis - Journal of Global Optimization, 2013 - Springer
This paper addresses the solution of bound-constrained optimization problems using
algorithms that require only the availability of objective function values but no derivative …

Surrogate-based analysis and optimization

NV Queipo, RT Haftka, W Shyy, T Goel… - Progress in aerospace …, 2005 - Elsevier
A major challenge to the successful full-scale development of modern aerospace systems is
to address competing objectives such as improved performance, reduced costs, and …

[KNJIGA][B] Introduction to derivative-free optimization

For many years all three of us have been interested in, and have tried to make contributions
to, derivative-free optimization. Our motivation for writing this book resulted from various …

Global optimization advances in mixed-integer nonlinear programming, MINLP, and constrained derivative-free optimization, CDFO

F Boukouvala, R Misener, CA Floudas - European Journal of Operational …, 2016 - Elsevier
This manuscript reviews recent advances in deterministic global optimization for Mixed-
Integer Nonlinear Programming (MINLP), as well as Constrained Derivative-Free …

Energy harvesting, ride comfort, and road handling of regenerative vehicle suspensions

L Zuo, PS Zhang - Journal of Vibration and Acoustics, 2013 - asmedigitalcollection.asme.org
This paper presents a comprehensive assessment of the power that is available for
harvesting in the vehicle suspension system and the tradeoff among energy harvesting, ride …

Surrogate-based methods

S Koziel, DE Ciaurri, L Leifsson - Computational optimization, methods …, 2011 - Springer
Objective functions that appear in engineering practice may come from measurements of
physical systems and, more often, from computer simulations. In many cases, optimization of …

Combining radial basis function surrogates and dynamic coordinate search in high-dimensional expensive black-box optimization

RG Regis, CA Shoemaker - Engineering Optimization, 2013 - Taylor & Francis
This article presents the DYCORS (DYnamic COordinate search using Response Surface
models) framework for surrogate-based optimization of HEB (High-dimensional, Expensive …

Computational prediction of flow-generated sound

M Wang, JB Freund, SK Lele - Annu. Rev. Fluid Mech., 2006 - annualreviews.org
This article provides a critical review of computational techniques for flow-noise prediction
and the underlying theories. Hybrid approaches, in which the turbulent noise source field is …

Equilibrium shoreline response: Observations and modeling

ML Yates, RT Guza, WC O'reilly - Journal of Geophysical …, 2009 - Wiley Online Library
Shoreline location and incident wave energy, observed for almost 5 years at Torrey Pines
beach, show seasonal fluctuations characteristic of southern California beaches. The …

A pattern search filter method for nonlinear programming without derivatives

C Audet, JE Dennis Jr - SIAM Journal on Optimization, 2004 - SIAM
This paper formulates and analyzes a pattern search method for general constrained
optimization based on filter methods for step acceptance. Roughly, a filter method accepts a …