This CIMPA School on applied mathematics focuses on optimisation and control. Six experts on the domain will deliver 42 lectures during two weeks. During the first week is planned a course on optimisation and two courses on the control of ODE. The control of PDE's will be developed during the second week and will include optimal control, controllability and numerical algorithms.