42 citations · 97 across the 11 of their papers we have counts for
5 papers · 1 filter
Multi-objective Evolutionary Approach to Grey-Box Identification of Buck Converter
Faizal Hafiz, Akshya Swain, Eduardo M. A. M. Mendes +1
The present study proposes a simple grey-box identification approach to model a real DC-DC buck converter operating in continuous conduction mode. The problem associated with the i…
Multi-Objective Evolutionary Framework for Non-linear System Identification: A Comprehensive Investigation
Faizal Hafiz, Akshya Swain, Eduardo MAM Mendes
The present study proposes a multi-objective framework for structure selection of nonlinear systems which are represented by polynomial NARX models. This framework integrates the k…
Orthogonal Floating Search Algorithms: From The Perspective of Nonlinear System Identification
Faizal Hafiz, Akshya Swain, Eduardo Mendes
The present study proposes a new Orthogonal Floating Search framework for structure selection of nonlinear systems by adapting the existing floating search algorithms for feature s…
Structure Selection of Polynomial NARX Models using Two Dimensional (2D) Particle Swarms
Faizal Hafiz, Akshya Swain, Eduardo MAM Mendes +1
The present study applies a novel two-dimensional learning framework (2D-UPSO) based on particle swarms for structure selection of polynomial nonlinear auto-regressive with exogeno…
Two-Dimensional (2D) Particle Swarms for Structure Selection of Nonlinear Systems
Faizal Hafiz, Akshya Swain, Eduardo MAM Mendes
The present study proposes a new structure selection approach for non-linear system identification based on Two-Dimensional particle swarms (2D-UPSO). The 2D learning framework ess…