Mathematical modeling in biology and medicine is undergoing a major development in order to meet the health and environmental challenges we face today. It allows better understanding, and accurate prediction of the dynamics of complex biological systems. Specific tools based on ordinary or partial differential equations and optimization methods need to be developed in collaboration with Mauritius, Réunion, Malagasy Republic, South Africa and other countries of the Indian Ocean, particularly with respect to the epidemiological aspects.