A Multiagent Evolutionary Algorithm for Minimizing Network Coding Resource in Dynamic Environment

被引：0

作者：

Song, Fuhong ^{[1
]}

Xing, Huanlai ^{[1
]}

Xia, Zhimin ^{[1
]}

Wang, Yingjie ^{[1
]}

He, Shili ^{[1
]}

Zhou, Xingxue ^{[1
]}

Zhang, Yu ^{[1
]}

机构：

[1] Southwest Jiaotong Univ, Sch Informat Sci & Technol, Chengdu 610031, Peoples R China

来源：

PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON MECHATRONICS ENGINEERING AND INFORMATION TECHNOLOGY (ICMEIT) | 2016年 / 57卷

关键词：

Network coding; dynamic network environment; multiagent evolutionary algorithm;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

This paper investigates the network coding resource minimization problem in the context of dynamic network environment. As a combination of multiagent systems and evolutionary algorithm, multiagent evolutionary algorithm (MAEA) is adapted for the above NP-hard problem. Simulation results demonstrate that the proposed MAEA outperforms a number of state-of-the-art evolutionary algorithms with respect to the solution quality.

引用

页码：62 / 65

页数：4

共 7 条

[1] Evolutionary approaches to minimizing network coding resources [J].

Kim, Minkyu ;

Medard, Muriel ;

Aggarwal, Varun ;

O'Reilly, Una-May ;

Kim, Wonsik ;

Ahn, Chang Wook ;

Effros, Michelle .

INFOCOM 2007, VOLS 1-5, 2007, :1991-+

[2] Linear network coding [J].

Li, SYR ;

Yeung, RW ;

Cai, N .

IEEE TRANSACTIONS ON INFORMATION THEORY, 2003, 49 (02) :371-381

[3] A Multiagent Evolutionary Algorithm for Combinatorial Optimization Problems [J].

Liu, Jing ;

Zhong, Weicai ;

Jiao, Licheng .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2010, 40 (01) :229-240

[4] Univariate marginal distribution algorithm dynamics for a class of parametric functions with unitation constraints [J].

Lozada-Chang, Li-Vang ;

Santana, Roberto .

INFORMATION SCIENCES, 2011, 181 (11) :2340-2355

[5] A Population Based Incremental Learning for Network Coding Resources Minimization [J].

Xing, Huanlai ;

Qu, Rong .

IEEE COMMUNICATIONS LETTERS, 2011, 15 (07) :698-700

[6] An improved quantum-inspired evolutionary algorithm for coding resource optimization based network coding multicast scheme [J].

Xing, Huanlai ;

Ji, Yuefeng ;

Bai, Lin ;

Sun, Yongmei .

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2010, 64 (12) :1105-1113

[7] Experimental study on population-based incremental learning algorithms for dynamic optimization problems [J].

Yang, SX ;

Yao, X .

SOFT COMPUTING, 2005, 9 (11) :815-834

← 1 →