Multi-Objective Optimization in Computer Networks Using Metaheuristics

Yezid Donoso, Ramon Fabregat9780849380846, 0-8493-8084-7

Metaheuristics are widely used to solve important practical combinatorial optimization problems. Many new multicast applications emerging from the Internet-such as TV over the Internet, radio over the Internet, and multipoint video streaming-require reduced bandwidth consumption, end-to-end delay, and packet loss ratio. It is necessary to design and provide for these kinds of applications as well as for the resources needed to function well. Using metaheuristics, Multi-Objective Optimization in Computer Networks Using Metaheuristics provides a solution to the multi-objective problem in routing computer networks. It analyzes layer 3 (IP), layer 2 (MPLS), and layer 1 (GMPLS and wireless functions).