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Dynamic Cloud Collaboration PlatformMulti-objective Optimization Model and Algorithms for Partner Selection

Dynamic Cloud Collaboration Platform: Multi-objective Optimization Model and Algorithms for... [The Partner selection is an important decision problem in the formation of a dynamic cloud collaboration platform. Selecting suitable cloud partners to form a group will facilitate the success of collaborative cloud services. In this chapter, first, we present a promising multi-objective (MO) optimization model of partner selection considering individual information (INI) and past relationship information (PRI) with collaboration cost optimization among cloud providers in a DCC platform. Then to solve this MO optimization model, a general framework of multi-objective genetic algorithm (MOGA) that uses INI and PRI of cloud providers called MOGA-IC is presented. Finally, two algorithms called NSGA-II and SPEA2 are developed to implement MOGA-IC.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

Dynamic Cloud Collaboration PlatformMulti-objective Optimization Model and Algorithms for Partner Selection

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Publisher
Springer New York
Copyright
© The Author(s) 2013
ISBN
978-1-4614-5145-7
Pages
37 –45
DOI
10.1007/978-1-4614-5146-4_4
Publisher site
See Chapter on Publisher Site

Abstract

[The Partner selection is an important decision problem in the formation of a dynamic cloud collaboration platform. Selecting suitable cloud partners to form a group will facilitate the success of collaborative cloud services. In this chapter, first, we present a promising multi-objective (MO) optimization model of partner selection considering individual information (INI) and past relationship information (PRI) with collaboration cost optimization among cloud providers in a DCC platform. Then to solve this MO optimization model, a general framework of multi-objective genetic algorithm (MOGA) that uses INI and PRI of cloud providers called MOGA-IC is presented. Finally, two algorithms called NSGA-II and SPEA2 are developed to implement MOGA-IC.]

Published: Aug 8, 2012

Keywords: Pareto Optimal Solution; Cloud Provider; Partner Selection; Binary Tournament Selection; Collaboration Platform

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