16 citations · 29 across the 6 of their papers we have counts for
8 papers
A Decentralised Self-Healing Approach for Network Topology Maintenance
Arles Rodríguez, Jonatan Gómez, Ada Diaconescu
In many distributed systems, from cloud to sensor networks, different configurations impact system performance, while strongly depending on the network topology. Hence, topological…
Non-Stationary Stochastic Global Optimization Algorithms
Jonatan Gomez, Carlos Rivera
Gomez proposes a formal and systematic approach for characterizing stochastic global optimization algorithms. Using it, Gomez formalizes algorithms with a fixed next-population sto…
Obtaining Basic Algebra Formulas with Genetic Programming and Functional Rewriting
Edwin Camilo Cubides, Jonatan Gomez
In this paper, we develop a set of genetic programming operators and an initialization population process based on concepts of functional programming rewriting for boosting inducti…
Hybrid Adaptive Evolutionary Algorithm for Multi-objective Optimization
Jeisson Prieto, Jonatan Gomez
The major difficulty in Multi-objective Optimization Evolutionary Algorithms (MOEAs) is how to find an appropriate solution that is able to converge towards the true Pareto Front w…
High-Quality Disjoint and Overlapping Community Structure in Large-Scale Complex Networks
Eduar Castrillo, Elizabeth León, Jonatan Gómez
In this paper, we propose an improved version of an agglomerative hierarchical clustering algorithm that performs disjoint community detection in large-scale complex networks. The…
Dynamic Structural Similarity on Graphs
Eduar Castrillo, Elizabeth León, Jonatan Gómez
One way of characterizing the topological and structural properties of vertices and edges in a graph is by using structural similarity measures. Measures like Cosine, Jaccard and D…