56 citations · 62 across the 4 of their papers we have counts for
4 papers
An Evolutionary Approach for Creating of Diverse Classifier Ensembles
Alvaro R. Ferreira, Fabio A. Faria, Gustavo Carneiro +1
Classification is one of the most studied tasks in data mining and machine learning areas and many works in the literature have been presented to solve classification problems for…
Batch Tournament Selection for Genetic Programming
Vinicius V. Melo, Danilo Vasconcellos Vargas, Wolfgang Banzhaf
Lexicase selection achieves very good solution quality by introducing ordered test cases. However, the computational complexity of lexicase selection can prohibit its use in many a…
A novel metaheuristic method for solving constrained engineering optimization problems: Drone Squadron Optimization
Vinícius Veloso de Melo
Several constrained optimization problems have been adequately solved over the years thanks to advances in the metaheuristics area. In this paper, we evaluate a novel self-adaptive…
Drone Squadron Optimization: a Self-adaptive Algorithm for Global Numerical Optimization
Vinícius Veloso de Melo, Wolfgang Banzhaf
This paper proposes Drone Squadron Optimization, a new self-adaptive metaheuristic for global numerical optimization which is updated online by a hyper-heuristic. DSO is an artifac…