189 citations · 1.3k across the 38 of their papers we have counts for
7 papers · 1 filter
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance
Francisco Chicano, Fabio Daolio, Gabriela Ochoa +3
Recent developments in fitness landscape analysis include the study of Local Optima Networks (LON) and applications of the Elementary Landscapes theory. This paper represents a fir…
Local optima networks and the performance of iterated local search
Fabio Daolio, Sébastien Verel, Gabriela Ochoa +1
Local Optima Networks (LONs) have been recently proposed as an alternative model of combinatorial fitness landscapes. The model compresses the information given by the whole search…
Local Optima Networks of NK Landscapes with Neutrality
Sébastien Verel, Gabriela Ochoa, Marco Tomassini
In previous work we have introduced a network-based model that abstracts many details of the underlying landscape and compresses the landscape information into a weighted, oriented…
Local Optima Networks of the Quadratic Assignment Problem
Fabio Daolio, Sébastien Verel, Gabriela Ochoa +1
Using a recently proposed model for combinatorial landscapes, Local Optima Networks (LON), we conduct a thorough analysis of two types of instances of the Quadratic Assignment Prob…
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.…
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…