2012 | OriginalPaper | Buchkapitel
Clique Relaxation Models in Social Network Analysis
verfasst von : Jeffrey Pattillo, Nataly Youssef, Sergiy Butenko
Erschienen in: Handbook of Optimization in Complex Networks
Verlag: Springer New York
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Clique relaxation models that were originally introduced in the literature on social network analysis are not only gaining increasing popularity in a wide spectrum of complex network applications, but also keep garnering attention of mathematicians, computer scientists, and operations researchers as a promising avenue for fruitful theoretical investigations. This chapter describes the origins of clique relaxation concepts and provides a brief overview of mathematical programming formulations for the corresponding optimization problems, algorithms proposed to solve these problems, and selected real-life applications of the models of interest.