97 citations · 309 across the 12 of their papers we have counts for
5 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…
Clustering of Local Optima in Combinatorial Fitness Landscapes
Gabriela Ochoa, Sébastien Verel, Fabio Daolio +1
Using the recently proposed model of combinatorial landscapes: local optima networks, we study the distribution of local optima in two classes of instances of the quadratic assignm…
Communities of Minima in Local Optima Networks of Combinatorial Spaces
Fabio Daolio, Marco Tomassini, Sébastien Verel +1
In this work we present a new methodology to study the structure of the configuration spaces of hard combinatorial problems. It consists in building the network that has as nodes t…
Generating Robust and Efficient Networks Under Targeted Attacks
Vitor H. P. Louzada, Fabio Daolio, Hans J. Herrmann +1
Much of our commerce and traveling depend on the efficient operation of large scale networks. Some of those, such as electric power grids, transportation systems, communication net…