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Enhancing the Robustness and Efficiency of Scale-free Network with Limited Link Addition
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  • Enhancing the Robustness and Efficiency of Scale-free Network with Limited Link Addition
  • Enhancing the Robustness and Efficiency of Scale-free Network with Limited Link Addition
저자명
Li. Li,Jia. Qing-Shan,Guan. Xiaohong,Wang. Hengtao
간행물명
KSII Transactions on internet and information systems : TIIS
권/호정보
2012년|6권 5호|pp.1333-1353 (21 pages)
발행정보
한국인터넷정보학회
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정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
서지반출

기타언어초록

The robustness of a network is usually measured by error tolerance and attack vulnerability. Significant research effort has been devoted to determining the network design with optimal robustness. However, little attention has been paid to the problem of how to improve the robustness of existing networks. In this paper, we investigate how to optimize attack tolerance and communication efficiency of an existing network under the limited link addition. A survival fitness metric is defined to measure both the attack tolerance and the communication efficiency of the network. We show that network topology reconfiguration optimization with limited link addition (NTRLA) problem is NP-hard. Two approximate solution methods are developed. First, we present a degree-fitness parameter to guide degree-based link addition method. Second, a preferential configuration node-protecting cycle (PCNC) method is developed to do trade-off between network robustness and efficiency. The performance of PCNC method is demonstrated by numerical experiments.