Outputs (2)

Clustering based leaders' selection in multi-objective evolutionary algorithms (2011)
Presentation / Conference Contribution
Al Moubayed, N., Petrovski, A., & McCall, J. (2011, July). Clustering based leaders' selection in multi-objective evolutionary algorithms. Presented at Proceedings of the 13th annual conference companion on Genetic and evolutionary computation - GECCO '11, Dublin, Irland

Clustering-based Leaders Selection (CLS) is a novel leaders selection technique in multi-objective evolutionary algorithms. Clustering is applied on both the objective and solution spaces whereby each individual is assigned to two clusters; one in th... Read More about Clustering based leaders' selection in multi-objective evolutionary algorithms.

Multi-objective Optimisation of Cancer Chemotherapy using Smart PSO with Decomposition (2011)
Presentation / Conference Contribution
Al Moubayed, N., Petrovski, A., & McCall, J. (2011, April). Multi-objective Optimisation of Cancer Chemotherapy using Smart PSO with Decomposition. Presented at 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (MDCM), Paris, France

The paper presents a novel approach to optimising cancer chemotherapy with respect to conflicting treatment objectives aimed at reducing the number of cancerous cells and at limiting the amounts of anti-cancer drugs used. The approach is based on the... Read More about Multi-objective Optimisation of Cancer Chemotherapy using Smart PSO with Decomposition.