Laboratory for research and development on mathematical programming (optimization) and statistics to resolve relevant issues for industry and society, in particular for energy and financial sectors. LAMPS comprises professors, researchers and students associated with the Electrical and Industrial Engineering Departments of Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Brazil.