Routing and wavelength assignment in all-optical networks based on the bee colony optimization

被引：0
作者：
Markovic, Goran Z. [1 ]
Teodorovic, Dusan B. [1 ]
Acimovic-Raspopovic, Vladanka S. [1 ]
机构：
[1] Univ Belgrade, Fac Transport & Traff Engn, Belgrade 11000, Serbia
来源：
AI COMMUNICATIONS | 2007年 / 20卷 / 04期
关键词：
Bee colony optimization; lightpaths; metaheuristic; optical networks; routing and wavelength assignment;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Routing and Wavelength Assignment (RWA) problem in all-optical networks assumes determining the routes and wavelengths to be used to create the lightpaths for connection requests. The RWA problem belongs to a class of difficult combinatorial optimization problems. We propose the Bee Colony Optimization (BCO) heuristic algorithm tailored for the RWA problem (BCO-RWA) in all-optical networks without wavelength conversion in intermediate nodes. The BCO represents a new metaheuristic capable to solve difficult combinatorial optimization problems. The artificial bee colony behaves partially alike, and partially differently from bee colonies in nature. The proposed BCO-RWA algorithm has been performed for static case in which lightpath requests are known in advance. We proved that BCO-RWA is able to produce optimal or near-optimal solutions in a reasonable amount of computer time.
引用
收藏
页码：273 / 285
页数：13
相关论文
共 50 条
  • [21] Wavelength routing with spare reconfiguration for all-optical WDM networks
    Sue, CC
    Ye, JY
    Huang, CY
    Chen, YC
    6TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY, VOLS 1 AND 2, PROCEEDINGS: BROADBAND CONVERGENCE NETWORK INFRASTRUCTURE, 2004, : 173 - 178
  • [22] Artificial Bee Colony Model for Routing and Wavelength Assignment Problem
    Rashedi, Arash
    Kavian, Yousef S.
    Ghassemlooy, Zabih
    2011 13TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON), 2011,
  • [23] Integrated routing in wavelength-routed all-optical networks
    Yang, XD
    Zeng, QJ
    Zhu, X
    Wang, Y
    Xiao, SL
    APOC 2001: ASIA-PACIFIC OPTICAL AND WIRELESS COMMUNICATIONS: OPTICAL NETWORKING, 2001, 4585 : 247 - 252
  • [24] Multicast routing and wavelength assignment in sparse splitting all optical networks
    De, Tanmay
    Sen, Subhadeep
    2006 IFIP INTERNATIONAL CONFERENCE ON WIRELESS AND OPTICAL COMMUNICATIONS NETWORKS, 2006, : 539 - +
  • [25] Ant colony optimization for dynamic routing and wavelength assignment in WDM networks with sparse wavelength conversion
    Chen, Ming-Tsung
    Lin, Bertrand M. T.
    Tseng, Shian-Shyong
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2011, 24 (02) : 295 - 305
  • [26] A multiobjective approach based on artificial bee colony for the static routing and wavelength assignment problem
    Álvaro Rubio-Largo
    Miguel A. Vega-Rodríguez
    Juan A. Gómez-Pulido
    Juan M. Sánchez-Pérez
    Soft Computing, 2013, 17 : 199 - 211
  • [27] A multiobjective approach based on artificial bee colony for the static routing and wavelength assignment problem
    Rubio-Largo, Alvaro
    Vega-Rodriguez, Miguel A.
    Gomez-Pulido, Juan A.
    Sanchez-Perez, Juan M.
    SOFT COMPUTING, 2013, 17 (02) : 199 - 211
  • [28] Multicast routing and wavelength assignment in multihop optical networks
    Libeskind-Hadas, R
    Melhem, R
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2002, 10 (05) : 621 - 629
  • [29] Routing and Wavelength Assignment in a Satellite Optical Network Based on Ant Colony Optimization With the Small Window Strategy
    Dong, Yi
    Zhao, Shanghong
    Ran, Hao Dan
    Li, Yongjun
    Zhu, Zihang
    JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2015, 7 (10) : 995 - 1000
  • [30] Routing and wavelength assignment strategies in optical networks
    Singh, Paramjeet
    Sharma, Ajay K.
    Rani, Shaveta
    OPTICAL FIBER TECHNOLOGY, 2007, 13 (03) : 191 - 197
12345