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Potential-based analysis of social, communication, and distributed networks / Seyel Rasoul Etesami.

9783319542898 (electronic book)
3319542893 (electronic book)
9783319542881
3319542885

Cham, Switzerland : Springer, 2017.

English

1 online resource.

10.1007/978-3-319-54289-8 doi

QA76.76.I58

006.3
620

This work makes major contributions to the thriving area of social, communication, and distributed networks by introducing novel methodologies and tools toward the study of the evolutionary behaviors of these networks, as well as their computational complexity and rates of convergence. By departing from the classical approaches and results in the literature, this work shows that it is possible to handle more complex and realistic nonlinear models where either the traditional approaches fail or lead to weak results. The author also develops several easily implementable algorithms, delivering excellent performance guarantees while running faster than those that exist in the literature. The study undertaken and the approaches adopted enable the analysis of the evolution of several different types of social and distributed networks, with the potential to apply to and resolve several other outstanding issues in such networks.

"Doctoral thesis accepted by University of Illinois at Urbana-Champaign, Champaign, USA."

Includes bibliographical references and index.

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Online resource; title from PDF title page (SpringerLink, viewed March 27, 2017).

Springer theses.

Print version: 3319542885

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