Search Results for author: Manuel Lopez-Ibanez

Found 3 papers, 1 papers with code

An adaptive approach to Bayesian Optimization with switching costs

no code implementations14 May 2024 Stefan Pricopie, Richard Allmendinger, Manuel Lopez-Ibanez, Clyde Fare, Matt Benatan, Joshua Knowles

We investigate modifications to Bayesian Optimization for a resource-constrained setting of sequential experimental design where changes to certain design variables of the search space incur a switching cost.

Unified Framework for the Adaptive Operator Selection of Discrete Parameters

1 code implementation12 May 2020 Mudita Sharma, Manuel Lopez-Ibanez, Dimitar Kazakov

In addition to simplifying, we looked at the commonality among AOS methods from literature to generalise them.

Evolutionary Algorithms

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