Ongoing work includes the
application of several statistical methods in
order to perform dimensionality reduction of
multi-objective problems and to clarify
visualization of solutions. The development of
statistical measures for the comparison of the
performance of multi-objective algorithms is
being investigated. The improvement of elitism
strategies in multi-objective evolutionary
algorithms will be addressed. Future work will
aim at formulating and solving real world
engineering problems which are in general solved
considering a single
objective.
Costa, L., Algoritmos
Evolucionários em Optimização Uniobjectivo e
Multiobjectivo, PhD thesis, Universidade do Minho,
2003, supervisor: Oliveira, P.
Gomes, J.L.F., Processo de
Implementação de ERPs: Um método para o Ajuste de
Requisitos e Optimização de Funcionalidades, MSc
Thesis, Universidade do Minho, 2007, supervisors:
Costa, L.
; Machado, R.
