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- W1971471752 abstract "This paper presents a novel heuristic multi-criteria tool capable of generating open-access wireless network deployments by exploiting the existing broadband infrastructure. Specifically, an external user dynamically selects, by virtue of our proposed scheme, a certain network layout depending on the target percentage of non-covered users and cost of the deployment. Network layouts differently balancing the trade-off between these two conflicting objectives are produced by two multi-objective heuristics based on genetic algorithm and harmony search, which are compared to each other through a number of Monte Carlo simulations. In light of the obtained results we conclude that the multi-objective harmony search scheme outperforms its genetically-inspired counterpart in terms of multi-objective quality metrics (hypervolume, epsilon indicator and R-metric). Therefore this tool, further improved by means of ad-hoc designed local search operators, is shown to embody an computationally efficient framework supporting operators in their open access network planning design processes." @default.
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- W1971471752 date "2012-09-01" @default.
- W1971471752 modified "2023-10-18" @default.
- W1971471752 title "A heuristically-driven multi-criteria tool for the design of efficient open WiFi access networks" @default.
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- W1971471752 doi "https://doi.org/10.1109/camad.2012.6335384" @default.
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