35 citations · 60 across the 18 of their papers we have counts for
3 papers · 1 filter
Fast Immune System Inspired Hypermutation Operators for Combinatorial Optimisation
D. Corus, P. S. Oliveto, D. Yazdani
Various studies have shown that immune system inspired hypermutation operators can allow artificial immune systems (AIS) to be very efficient at escaping local optima of multimodal…
Fast Perturbative Algorithm Configurators
George T. Hall, Pietro Simone Oliveto, Dirk Sudholt
Recent work has shown that the ParamRLS and ParamILS algorithm configurators can tune some simple randomised search heuristics for standard benchmark functions in linear expected t…
Analysis of the Performance of Algorithm Configurators for Search Heuristics with Global Mutation Operators
George T. Hall, Pietro Simone Oliveto, Dirk Sudholt
Recently it has been proved that a simple algorithm configurator called ParamRLS can efficiently identify the optimal neighbourhood size to be used by stochastic local search to op…