'Expected improvement' presentation slideshows

Surrogate-based constrained multi-objective optimization

Surrogate-based constrained multi-objective optimization.

865 views • 64 slides

Parameter tuning based on response surface models An update on work in progress

242 views • 24 slides

Including Uncertainty Models for Surrogate-based Global Optimization The EGO algorithm

Including Uncertainty Models for Surrogate-based Global Optimization The EGO algorithm. Introduction to optimization with surrogates. Based on cycles. Each consists of sampling design points by simulations, fitting surrogates to simulations and then optimizing an objective.

364 views • 23 slides

Barlow Robbins Employment Team

Barlow Robbins Employment Team . Managing Poor Performance and Absence. David Ludlow Partner . Introduction. Culling Retention and investment Human Resource Management issues Role of employment law(yer) implementation. Poor Performance . Managing Poor Performance

322 views • 18 slides

INCLUDING UNCERTAINTY MODELS FOR MORE EFFICIENT SURROGATE BASED DESIGN OPTIMIZATION The EGO algorithm

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION GROUP. INCLUDING UNCERTAINTY MODELS FOR MORE EFFICIENT SURROGATE BASED DESIGN OPTIMIZATION The EGO algorithm. Raphael T. Haftka haftka@ufl.edu Felipe A. C. Viana felipeacviana@gmail.com. BACKGROUND: SURROGATE MODELING.

378 views • 18 slides

PERSONNEL PUZZLE

278 views • 16 slides

Cardiorespiratory Fitness: Estimation from Field and Submaximal Exercise Tests

295 views • 15 slides

Example of EGO with linear regression

Example of EGO with linear regression. EGO is usually applied to a kriging surrogate. However it is applicable to any surrogate that provides normally distributed uncertainty about predictions.

200 views • 9 slides