Giorgos Karafotias

According to our database, Giorgos Karafotias authored at least 12 papers between 2010 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2015

Parameter Control in Evolutionary Algorithms: Trends and Challenges.

Giorgos Karafotias, Mark Hoogendoorn, Ágoston E. Eiben

IEEE Trans. Evol. Comput., 2015

Evaluating Reward Definitions for Parameter Control.

Giorgos Karafotias, Mark Hoogendoorn, A. E. Eiben

Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

2014

Generic parameter control with reinforcement learning.

Giorgos Karafotias, Ágoston E. Eiben, Mark Hoogendoorn

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Fate agent evolutionary algorithms with self-adaptive mutation.

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

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Comparing generic parameter controllers for EAs.

Giorgos Karafotias, Mark Hoogendoorn, Berend Weel

Proceedings of the 2014 IEEE Symposium on Foundations of Computational Intelligence, 2014

2013

Parameter control: strategy or luck?

Giorgos Karafotias, Mark Hoogendoorn, A. E. Eiben

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Why parameter control mechanisms should be benchmarked against random variation.

Giorgos Karafotias, Mark Hoogendoorn, A. E. Eiben

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

It's Fate: A Self-organising Evolutionary Algorithm.

Jan Bím, Giorgos Karafotias, Selmar K. Smit, A. E. Eiben, Evert Haasdijk

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

A Generic Approach to Parameter Control.

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

Proceedings of the Applications of Evolutionary Computation, 2012

2011

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

Giorgos Karafotias, Evert Haasdijk, Ágoston E. Eiben

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

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

A. E. Eiben, Giorgos Karafotias, Evert Haasdijk

Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

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

Evert Haasdijk, A. E. Eiben, Giorgos Karafotias

Proceedings of the IEEE Congress on Evolutionary Computation, 2010