Overview of the subject

This thesis will be dedicated to the implementation of a public transport policy in the city of Marrakech, using mathematical and computer modeling tools. The application of artificial intelligence and Markov decision tools will be an asset for generating to generate optimization and control algorithms for this category of transport. In order to the research results of this thesis project, a digital simulation is planned using 3D software, in particular LANDSIM 3D and VSSIM, via multi-agent modelling. multi-agent modeling. The thesis will be devoted to a multi-agent simulation of optimized on-demand public transport services in the urban environment of the city of Marrakech. decision-makers' attention to the impact of this mode of transport on the quality of the area and traffic fluidity. We will study methods from complex systems for carrying out agent-oriented simulations of the environment, in order to define new approaches for optimal traffic management while meeting the travel needs of city dwellers. The aim is to set up an intelligent, agile system that can be adapted in real time to changing situations, using on-board systems implemented in collaboration with the companies providing this mode of transport. Numerical simulation methods for management policies with ....