An accurate numerical model of the breast can help surgeons making better informed decisions by providing visual information of the final aspect of a breast after a surgery simulation. Surgery simulators can help surgeons decide which path to take during a surgery in order to increase its chance of success.Bio-mechanical breast simulations are based on a gravity free geometry as a reference domain and a nonlinear mechanical model characterised by physical coefficients. Most of the models proposed in literature are complex and use data from medical imaging to estimate said parameters. In some countries, the access to medical imaging devices is limited, hence, we propose a simple but yet realistic model that uses only a basic set of measurements easy to do in the context of routinely operations to obtain the bio-mechanical parameters of the breast.Both the mechanical system and the geometry are controlled with parameters we shall identify in an optimisation procedure. We give a detailed presentation of the model together with the optimisation method and the associated discretisation. Sensitivity analysis is then carried out to evaluate the robustness of the method.