By Florin Ionescu, Dragos Arotaritei, Stefan Arghir (auth.), Andreas König, Andreas Dengel, Knut Hinkelmann, Koichi Kise, Robert J. Howlett, Lakhmi C. Jain (eds.)
The four-volume set LNAI 6881- LNAI 6884 constitutes the refereed court cases of the fifteenth overseas convention on Knowledge-Based clever info and Engineering platforms, KES 2011, held in Kaiserslautern, Germany, in September 2011.
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Extra resources for Knowledge-Based and Intelligent Information and Engineering Systems: 15th International Conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part I
Its aim is to identify the infrastructures required to establish a wireless network. A well-known mono-objective version of the problem has been used. The best-known approach to tackle such a version is a problemdependent strategy. However, other methods which minimise the usage of problem-dependent information have also been deﬁned. Speciﬁcally, multiobjectivisation has provided solutions of similar quality than problemdependent strategies. However, it requires a larger amount of time to converge to high-quality solutions.
The app is a very complex problem. In fact, it has been demonstrated to be a NP-complete problem . The app and the afp have been jointly analysed in some cases . In other cases, they have been considered as independent problems . Several formulations of the app have been proposed . Most of them have been monoobjective proposals . In , the app was tackled as a mono-objective problem by translating the other considered objectives into restrictions. In , several objectives were considered simultaneously and multi-objective strategies were applied.
Section 3 is devoted to describe the applied optimisation scheme. The sequential strategy is detailed in Sect. 1. Speciﬁcally, the multiobjectivised methods and genetic operators are described. In Sect. 2 the applied parallel island-based model is depicted. Then, the experimental evaluation is presented in Sect. 4. Finally, the conclusions and some lines of future work are given in Sect. 5. 2 APP: Mathematical Formulation The app is deﬁned as the problem of identifying the infrastructures required to establish a wireless network.