Network reliability design via joint probabilistic constraints

被引:7
|
作者
Beraldi, P. [1 ]
Bruni, M. E. [1 ]
Guerriero, F. [1 ]
机构
[1] Univ Calabria, Dipartimento Elettron Informat Sistemist, I-87030 Cosenza, Italy
关键词
network design; probabilistic constraints; heuristic approaches; COMMUNICATION-NETWORKS; FORMULATIONS; POLYHEDRA; MODELS;
D O I
10.1093/imaman/dpp005
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Network reliability is an important issue in network planning and operation. While there is a flourishing literature on reliability measurement both theoretical and computational, very little effort has been made to address practical applicability of reliability concepts in real network design problems. This work attempts to bridge the gap between theory and practice by relating reliability concepts to design criteria, useful in several practical contexts. In particular. the problem of finding a minimum cost network design, satisfying some reliability constraints is addressed. An integer programming model is developed to represent mathematically the proposed network design problem. For its solution, two heuristics approaches are devised and implemented. Their performance is evaluated on a set of well-known test problems. The computational results collected are very encouraging. showing, that the developed methods determine good quality solutions, in a limited amount of time.
引用
收藏
页码:213 / 226
页数:14
相关论文
共 50 条
  • [31] Probabilistic Circuits with Constraints via Convex Optimization
    Ghandi, Soroush
    Quost, Benjamin
    de Campos, Cassio
    MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES: RESEARCH TRACK, PT III, ECML PKDD 2024, 2024, 14943 : 161 - 177
  • [32] Joint Consideration of Layout and Pipe Sizes for Water Distribution Network Design with Reliability
    Gupta, Rajesh
    Rathi, Shweta
    XVIII INTERNATIONAL CONFERENCE ON WATER DISTRIBUTION SYSTEMS, WDSA2016, 2017, 186 : 357 - 363
  • [33] Probabilistic Sensor Network Design
    Bergmann, Jeroen
    Noble, Alison
    Thompson, Mark
    2016 IEEE 13TH INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN), 2016, : 66 - 70
  • [34] Probabilistic structural optimization under reliability, manufacturability, and cost constraints
    Rais-Rohani, M
    Xie, QL
    AIAA JOURNAL, 2005, 43 (04) : 864 - 873
  • [35] Network design with probabilistic capacities
    Atamturk, Alper
    Bhardwaj, Avinash
    NETWORKS, 2018, 71 (01) : 16 - 30
  • [36] THE PROBABILISTIC NETWORK DESIGN PROBLEM
    KUBO, M
    KASUGAI, H
    JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF JAPAN, 1992, 35 (03) : 256 - 272
  • [37] Probabilistic logic modeling of network reliability for hybrid network architectures
    Wyss, GD
    Schriner, HK
    Gaylor, TR
    21ST IEEE CONFERENCE ON LOCAL COMPUTER NETWORKS, PROCEEDINGS, 1996, : 404 - 413
  • [38] Probabilistic model selection for systems with design constraints
    Field, RV
    Grigoriu, M
    Wojtkiewicz, SF
    APPLICATIONS OF STATISTICS AND PROBABILITY IN CIVIL ENGINEERING, VOLS 1 AND 2, 2003, : 435 - 442
  • [39] Tailoring neighborhood search for the Internet Protocol Network Design Problem with Reliability and Routing Constraints
    De Giovanni, L.
    Tadei, R.
    NETWORKS, 2007, 49 (01) : 65 - 79
  • [40] Joint dynamic probabilistic constraints with projected linear decision rules
    Guigues, V.
    Henrion, R.
    OPTIMIZATION METHODS & SOFTWARE, 2017, 32 (05): : 1006 - 1032