Michael G. Epitropakis
YOU?
Author Swipe
View article: A systematic approach to parameter optimization and its application to flight schedule simulation software
A systematic approach to parameter optimization and its application to flight schedule simulation software Open
Industrial software often has many parameters that critically impact performance. Frequently, these are left in a sub-optimal configuration for a given application because searching over possible configurations is costly and, except for de…
View article: Learning Without Peeking: Secure Multi-party Computation Genetic Programming
Learning Without Peeking: Secure Multi-party Computation Genetic Programming Open
Genetic Programming is widely used to build predictive models for defect proneness or development efforts. The predictive modelling often depends on the use of sensitive data, related to past faults or internal resources, as training data.…
View article: A hybrid breakout local search and reinforcement learning approach to the vertex separator problem
A hybrid breakout local search and reinforcement learning approach to the vertex separator problem Open
The Vertex Separator Problem (VSP) is an NP-hard problem which emerges from a variety of important domains and applications. In this paper, we present an improved Breakout Local Search for VSP (named BLS-RLE). The distinguishing feature of…