Fragmentation in Distributed Database Design Based on Ant Colony Optimization Technique

被引:3
作者
Van Nghia Luong [1 ]
Solanki, Vijender Kumar [2 ]
Nguyen Ha Huy Cuong [3 ]
机构
[1] Pham Van Dong Univ, Quang Ngai, Vietnam
[2] CMR Inst Technol Autonomous, Hyderabad, India
[3] Quang Nam Univ, Tam Ky, Vietnam
关键词
Ant Colony Behavior; Clustering Techniques; Optimization; Similar Measure; Vertical Fragmentation;
D O I
10.4018/IJIRR.2019040103
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Distributed database design solutions depend heavily on the exploitation of input data sources by using clustering techniques in data mining. A new approach of biomimetic computation systems such as ant colony optimization (ACO) for this solution is of interest to informatics experts. Using ACO techniques for this solution has the advantages such as faster algorithms thanks to the randomness of ant colony behavior. The use of random numbers based on heuristic information to pickup (drop) points will facilitate the flexible search on a large data space, so that it provides us with a better answer. In this article, the authors present ACO algorithms application solutions to clustering techniques for the problem of vertical fragmentation of distributed data.
引用
收藏
页码:28 / 37
页数:10
相关论文
共 50 条
  • [31] ANT COLONY OPTIMIZATION: APPLICATIONS AND TRENDS
    Robles Algarin, Carlos Arturo
    [J]. INGENIERIA SOLIDARIA, 2010, 6 (10-11): : 83 - 89
  • [32] Adaptive Ant Colony Optimization Algorithm
    Gu Ping
    Xiu Chunbo
    Cheng Yi
    Luo Jing
    Li Yanqing
    [J]. 2014 INTERNATIONAL CONFERENCE ON MECHATRONICS AND CONTROL (ICMC), 2014, : 95 - 98
  • [33] antaRNA: ant colony-based RNA sequence design
    Kleinkauf, Robert
    Mann, Martin
    Backofen, Rolf
    [J]. BIOINFORMATICS, 2015, 31 (19) : 3114 - 3121
  • [34] Ant colony labor division optimization algorithm for satellite module layout design
    Wang Y.-C.
    Xiao R.-B.
    [J]. Xiao, Ren-Bin (rbxiao@hust.edu.cn), 1637, Northeast University (36): : 1637 - 1646
  • [35] SCant-Design: Closed Loop Supply Chain Design using Ant Colony Optimization
    Esteves, Vasco M. C.
    Sousa, Joao M. C.
    Silva, Carlos A.
    Povoa, Ana P. B.
    Gomes, Maria Isabel
    [J]. 2012 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2012,
  • [36] Multi-Objective Multicast Routing based on Ant Colony Optimization
    Pinto, Diego
    Baran, Benjamin
    Fabregat, Ramon
    [J]. ARTIFICIAL INTELLIGENCE RESEARCH AND DEVELOPMENT, 2005, 131 : 363 - 370
  • [37] Optimization of Sintering Ratio Control Based on Improved Ant Colony Algorithm
    Dai Lingang
    Zhang Liangli
    He Jingyan
    Guo Xiangjun
    Zeng Fei
    [J]. 2019 CHINESE AUTOMATION CONGRESS (CAC2019), 2019, : 3094 - 3099
  • [38] Optimization method for multimodal functions based on chaotic ant colony algorithms
    Liu, Daohua
    Ni, Yongjun
    Sun, Fang
    Zhang, Fei
    [J]. Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2015, 42 (03): : 141 - 147
  • [39] Ant colony optimization algorithm-based disassembly sequence planning
    Shan, Hongbo
    Li, Shuxia
    Huang, Jing
    Gao, Zhimin
    Li, Wei
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS I-V, CONFERENCE PROCEEDINGS, 2007, : 867 - +
  • [40] A hierarchical heterogeneous ant colony optimization based fingerprint recognition system
    Sreeja, N. K.
    [J]. INTELLIGENT SYSTEMS WITH APPLICATIONS, 2023, 17