Scipediacontent: Scipediacontent moved page Draft Content 484664815 to Rocha et al 2007a

2020-10-14T12:37:35Z

Scipediacontent moved page Draft Content 484664815 to Rocha et al 2007a

Scipediacontent: Created page with " == Abstract == In this work, the main goal is to develop and evaluate a number of optimization algorithms in the task of improving Quality of Service levels in TCP/IP based..."

2020-10-14T12:37:32Z

Created page with " == Abstract == In this work, the main goal is to develop and evaluate a number of optimization algorithms in the task of improving Quality of Service levels in TCP/IP based..."

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== Abstract ==

In this work, the main goal is to develop and evaluate a number of optimization algorithms in the task of improving Quality of Service levels in TCP/IP based networks, by configuring the routing weights of link-state protocols such as OSPF. Since this is a complex problem, some meta-heuristics from the Evolutionary Computation arena were considered, working over a mathematical model that allows for flexible cost functions, taking into account several measures of the network behavior such as network congestion and end-to-end delays. A number of experiments were performed, resorting to a large set of network topologies, where Evolutionary Algorithms (EAs), Differential Evolution and some common heuristic methods including local search were compared. EAs make the most promising alternative leading to solutions with an effective network performance even under unfavorable scenarios.

Document type: Part of book or chapter of book

== Full document ==
<pdf>Media:Draft_Content_484664815-beopen587-9012-document.pdf</pdf>

== Original document ==

The different versions of the original document can be found in:

* [http://hdl.handle.net/1822/6637 http://hdl.handle.net/1822/6637]

* [http://repositorium.sdum.uminho.pt/bitstream/1822/6637/1/versProc-44480071_mrocha.pdf http://repositorium.sdum.uminho.pt/bitstream/1822/6637/1/versProc-44480071_mrocha.pdf]

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Rocha et al 2007a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 484664815 to Rocha et al 2007a

Scipediacontent: Created page with " == Abstract == In this work, the main goal is to develop and evaluate a number of optimization algorithms in the task of improving Quality of Service levels in TCP/IP based..."