189 citations · 220 across the 5 of their papers we have counts for
5 papers
A Study of NK Landscapes' Basins and Local Optima Networks
Gabriela Ochoa, Marco Tomassini, Sébastien Verel +1
We propose a network characterization of combinatorial fitness landscapes by adapting the notion of inherent networks proposed for energy surfaces (Doye, 2002). We use the well-kno…
Fitness landscape of the cellular automata majority problem: View from the Olympus
Sébastien Verel, Philippe Collard, Marco Tomassini +1
In this paper we study cellular automata (CAs) that perform the computational Majority task. This task is a good example of what the phenomenon of emergence in complex systems is.…
Evolutionary Dilemmas in a Social Network
L. Luthi, E. Pestelacci, M. Tomassini
We simulate the prisoner's dilemma and hawk-dove games on a real social acquaintance network. Using a discrete analogue of replicator dynamics, we show that surprisingly high level…
Ensemble Learning for Free with Evolutionary Algorithms ?
Christian Gagné, Michèle Sebag, Marc Schoenauer +1
Evolutionary Learning proceeds by evolving a population of classifiers, from which it generally returns (with some notable exceptions) the single best-of-run classifier as final re…
The Genetic Programming Collaboration Network and its Communities
L. Luthi, M. Tomassini, M. Giacobini +1
Useful information about scientific collaboration structures and patterns can be inferred from computer databases of published papers. The genetic programming bibliography is the m…