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Multi-Objective Optimization in Computer Networks Using Metaheuristics (Hardcover)
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Multi-Objective Optimization in Computer Networks Using Metaheuristics (Hardcover)
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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 to provide for
these kinds of applications as well as for those resources
necessary for functionality. 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). In particular, it assesses basic optimization concepts,
as well as several techniques and algorithms for the search of
minimals; examines the basic multi-objective optimization concepts
and the way to solve them through traditional techniques and
through several metaheuristics; and demonstrates how to
analytically model the computer networks presented within the text.
The book then focuses on the multi-objective models in computer
networks, optical networks, and wireless networks and the applied
way they can be solved. This resource also contains annexes that
present the source code to solve the mathematical model problems
present in the book through solvers and source codes programmed in
C language, which solve some of the multi-objective optimization
problems presented in the book.
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