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Chapter X. The Metamodel Optimization module

Chapter X. The Metamodel Optimization module

X.1. Introduction

For an optimization problem, when the evaluation function costs in term of resource, chaining the construction of a surrogate model with the optimization process could be a good solution. Uranie provides modules that can be used directly to do so. The Metamodel Optimization module gives another way to do similar things by coupling the two process: the surrogate model construction and the optimization research.

So far, the module provides a parallelized version of the Efficient Global Optimization (EGO) algorithm for mono objective problems.

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