Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel

Changyong Oh, Roberto Bondesan, Efstratios Gavves +1

In this work we propose a batch Bayesian optimization method for combinatorial problems on permutations, which is well suited for expensive-to-evaluate objectives. We first introdu…