Giorgos Karafotias

Parameter Control in Evolutionary Algorithms: Trends and Challenges

Mark Hoogendoorn, A. E. Eiben, Giorgos Karafotias, 2015, IEEE Transactions on Evolutionary Computation.

Tuning Evolutionary Algorithms and Tuning Evolutionary Algorithm Controllers

A. E. Eiben, Giorgos Karafotias, S. K. Smit, 2012 .

Self-Adaptive Mutation in On-line, On-board Evolutionary Robotics

A. E. Eiben, Giorgos Karafotias, Evert Haasdijk, 2010, 2010 Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshop.

Comparing generic parameter controllers for EAs

Mark Hoogendoorn, Giorgos Karafotias, Berend Weel, 2014, 2014 IEEE Symposium on Foundations of Computational Intelligence (FOCI).

Why parameter control mechanisms should be benchmarked against random variation

Mark Hoogendoorn, A. E. Eiben, Giorgos Karafotias, 2013, 2013 IEEE Congress on Evolutionary Computation.

An algorithm for distributed on-line, on-board evolutionary robotics

A. E. Eiben, Giorgos Karafotias, Evert Haasdijk, 2011, GECCO '11.

Parameter control: strategy or luck?

Mark Hoogendoorn, A. E. Eiben, Giorgos Karafotias, 2013, GECCO '13 Companion.

On-line evolution of robot controllers by an encapsulated evolution strategy

A. E. Eiben, Giorgos Karafotias, Evert Haasdijk, 2010, IEEE Congress on Evolutionary Computation.

A Generic Approach to Parameter Control

A. E. Eiben, Giorgos Karafotias, Selmar K. Smit, 2012, EvoApplications.

Fate agent evolutionary algorithms with self-adaptive mutation

A. E. Eiben, Giorgos Karafotias, Arthur Ervin Avramiea, 2014, GECCO.

Generic parameter control with reinforcement learning

Mark Hoogendoorn, A. E. Eiben, Giorgos Karafotias, 2014, GECCO.

It's Fate: A Self-organising Evolutionary Algorithm

A. E. Eiben, Giorgos Karafotias, Selmar K. Smit, 2012, PPSN.