3 citations · 14 across the 16 of their papers we have counts for
16 papers
Java Implementation of a Parameter-less Evolutionary Portfolio
José C. Pereira, Fernando G. Lobo
The Java implementation of a portfolio of parameter-less evolutionary algorithms is presented. The Parameter-less Evolutionary Portfolio implements a heuristic that performs adapti…
A Java Implementation of Parameter-less Evolutionary Algorithms
José C. Pereira, Fernando G. Lobo
The Parameter-less Genetic Algorithm was first presented by Harik and Lobo in 1999 as an alternative to the usual trial-and-error method of finding, for each given problem, an acce…
A Java Implementation of the SGA, UMDA, ECGA, and HBOA
José C. Pereira, Fernando G. Lobo
The Simple Genetic Algorithm, the Univariate Marginal Distribution Algorithm, the Extended Compact Genetic Algorithm, and the Hierarchical Bayesian Optimization Algorithm are all w…
When Hillclimbers Beat Genetic Algorithms in Multimodal Optimization
Fernando G. Lobo, Mosab Bazargani
This paper investigates the performance of multistart next ascent hillclimbing and well-known evolutionary algorithms incorporating diversity preservation techniques on instances o…
Affine Image Registration Transformation Estimation Using a Real Coded Genetic Algorithm with SBX
Mosab Bazargani, António dos Anjos, Fernando G. Lobo +2
This paper describes the application of a real coded genetic algorithm (GA) to align two or more 2-D images by means of image registration. The proposed search strategy is a transf…
Idealized Dynamic Population Sizing for Uniformly Scaled Problems
Fernando G. Lobo
This paper explores an idealized dynamic population sizing strategy for solving additive decomposable problems of uniform scale. The method is designed on top of the foundations of…