PhD Thesis Jamal Toutouh, PhD

Natural Computing for Vehicular Networks

Download PDF manuscript.

  • Defense date: January 15th, 2016
  • Evaluation: Cum Laude honors, Doctor Europeus

Keywords:

  • Smart Mobility
  • Vehicular Communications (VANETs)
  • Evolutionary Algorithms
  • Swarm Intelligence

Outline:

  • Data routing and file transferring: Off-line optimization problems adressed by using single/multi-objective metaheuristics, e.g., PSO, GA, NSGA-II, SMPSO, pGA, pPSO or pNSGA-II.
  • Beacon broadcasting: On-line optimization by applying distributed heuristic greedy methods.
  • Hardware platform deployment: Multi-objective optimization problem to compute road side units (RSU) platform designs by using paralell multi-objective algorithms.
  • Real world vehicular networks deployment to perform outdoor analyses.

Award:

The research hypothesis of this dissertation was awarded with the Doctoral Consortium 2013. The award was given by the Spanish Association for Artificial Intelligence (AsociaciĆ³n EspaƱola para la Inteligencia Artificial - AEPIA).