2 papers
cs.AI2022
An Application of a Multivariate Estimation of Distribution Algorithm to Cancer Chemotherapy
Alexander Brownlee, Martin Pelikan, John McCall +1
Chemotherapy treatment for cancer is a complex optimisation problem with a large number of interacting variables and constraints. A number of different probabilistic algorithms hav…
cs.NE2020
Metaheuristics "In the Large"
Jerry Swan, Steven Adriaensen, Alexander E. I. Brownlee +13
Following decades of sustained improvement, metaheuristics are one of the great success stories of optimization research. However, in order for research in metaheuristics to avoid…