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A Nature-Inspired Feature Selection Approach based on Hypercomplex Information
Gustavo H. de Rosa, João Paulo Papa, Xin-She Yang
Feature selection for a given model can be transformed into an optimization task. The essential idea behind it is to find the most suitable subset of features according to some cri…
Opytimizer: A Nature-Inspired Python Optimizer
Gustavo H. de Rosa, Douglas Rodrigues, João P. Papa
Optimization aims at selecting a feasible set of parameters in an attempt to solve a particular problem, being applied in a wide range of applications, such as operations research,…
LibOPT: An Open-Source Platform for Fast Prototyping Soft Optimization Techniques
Joao Paulo Papa, Gustavo Henrique Rosa, Douglas Rodrigues +1
Optimization techniques play an important role in several scientific and real-world applications, thus becoming of great interest for the community. As a consequence, a number of o…