Multiple-predators-based capture process on complex networks

The predator/prey (capture) problem is a prototype of many network-related applications. We study the capture process on complex networks by considering multiple predators from multiple sources. In our model, some lions start from multiple sources simultaneously to capture the lamb by biased random...

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Published inChinese physics B Vol. 26; no. 3; pp. 598 - 603
Main Authors Sharafat, Rajput Ramiz, Pu, Cunlai, Li, Jie, Chen, Rongbin, Xu, Zhongqi
Format Journal Article
LanguageEnglish
Published 01.03.2017
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ISSN1674-1056
2058-3834
DOI10.1088/1674-1056/26/3/038901

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Abstract The predator/prey (capture) problem is a prototype of many network-related applications. We study the capture process on complex networks by considering multiple predators from multiple sources. In our model, some lions start from multiple sources simultaneously to capture the lamb by biased random walks, which are controlled with a free parameter a. We derive the distribution of the lamb's lifetime and the expected lifetime (T). Through simulation, we find that the expected lifetime drops substantially with the increasing number of lions. Moreover, we study how the underlying topological structure affects the capture process, and obtain that locating on small-degree nodes is better than on large- degree nodes to prolong the lifetime of the lamb. The dense or homogeneous network structures are against the survival of the lamb. We also discuss bow to improve the capture efficiency in our model.
AbstractList The predator/prey (capture) problem is a prototype of many network-related applications. We study the capture process on complex networks by considering multiple predators from multiple sources. In our model, some lions start from multiple sources simultaneously to capture the lamb by biased random walks, which are controlled with a free parameter a. We derive the distribution of the lamb's lifetime and the expected lifetime (T). Through simulation, we find that the expected lifetime drops substantially with the increasing number of lions. Moreover, we study how the underlying topological structure affects the capture process, and obtain that locating on small-degree nodes is better than on large- degree nodes to prolong the lifetime of the lamb. The dense or homogeneous network structures are against the survival of the lamb. We also discuss bow to improve the capture efficiency in our model.
Author Rajput Ramiz Sharafat 濮存来 李杰 陈荣斌 许忠奇
AuthorAffiliation Department of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China Industrial and Systems Engineering, University of Florida, Gainesville, FL 32611, USA
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Notes capture process, random walk, scale-free networks
The predator/prey (capture) problem is a prototype of many network-related applications. We study the capture process on complex networks by considering multiple predators from multiple sources. In our model, some lions start from multiple sources simultaneously to capture the lamb by biased random walks, which are controlled with a free parameter a. We derive the distribution of the lamb's lifetime and the expected lifetime (T). Through simulation, we find that the expected lifetime drops substantially with the increasing number of lions. Moreover, we study how the underlying topological structure affects the capture process, and obtain that locating on small-degree nodes is better than on large- degree nodes to prolong the lifetime of the lamb. The dense or homogeneous network structures are against the survival of the lamb. We also discuss bow to improve the capture efficiency in our model.
Rajput Ramiz Sharafat1, Cunlai PU1,2, Jie Li1, Rongbin Chen1, and Zhongqi Xu1(1 e D partment of Computer Science and Engineering, Nanjmg Umversity of Science and Technology, Nanjing 210094, China 2Industrial and Systems Engineering, University of Florida, Gainesville, FL 32611, USA)
11-5639/O4
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