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Volumn 32, Issue 3, 2002, Pages 215-230

A genetic algorithm-based clustering approach for database partitioning

Author keywords

Clustering; Data partitioning; Genetic algorithm (GA); Optimization

Indexed keywords

DATA PROCESSING; DISTRIBUTED COMPUTER SYSTEMS; GENETIC ALGORITHMS; OPTIMIZATION; TRAVELING SALESMAN PROBLEM;

EID: 0036704857     PISSN: 10946977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCC.2002.804444     Document Type: Article
Times cited : (75)

References (48)
  • 2
    • 0001844324 scopus 로고
    • An overview of genetic algorithms: Part 1, fundamentals
    • D. Beasley, D.R. Bull, and R.R. Martin, "An overview of genetic algorithms: Part 1, fundamentals," Univ. Comput., vol. 15, pp. 58-69, 1993.
    • (1993) Univ. Comput. , vol.15 , pp. 58-69
    • Beasley, D.1    Bull, D.R.2    Martin, R.R.3
  • 4
    • 0029306229 scopus 로고
    • A branch and bound clustering algorithm
    • C.H. Cheng, "A branch and bound clustering algorithm," IEEE Trans. Syst., Man, Cybern., vol. 25, pp. 895-898, 1995.
    • (1995) IEEE Trans. Syst., Man, Cybern. , vol.25 , pp. 895-898
    • Cheng, C.H.1
  • 5
    • 0012043778 scopus 로고    scopus 로고
    • Tech. Rep., Dept. Syst. Eng. Eng. Manage., Chinese Univ. Hong Kong, Shatin, N.T.
    • "New genetic algorithm crossover operators for TSP," Tech. Rep., Dept. Syst. Eng. Eng. Manage., Chinese Univ. Hong Kong, Shatin, N.T.
    • New genetic algorithm crossover operators for TSP
  • 6
    • 0023246687 scopus 로고
    • A vertical partitioning algorithm for relational databases
    • D.W. Cornell and P.S. Yu, "A vertical partitioning algorithm for relational databases," in Proc. 3rd Int. Conf. Data Engineering, 1987, pp. 30-35.
    • (1987) Proc. 3rd Int. Conf. Data Engineering , pp. 30-35
    • Cornell, D.W.1    Yu, P.S.2
  • 7
    • 0025387450 scopus 로고
    • An effective approach to vertical partitioning for physical design of relational databases
    • _, "An effective approach to vertical partitioning for physical design of relational databases," IEEE Trans. Software Eng., vol. 16, pp. 248-258, 1990.
    • (1990) IEEE Trans. Software Eng. , vol.16 , pp. 248-258
  • 10
    • 34147120474 scopus 로고
    • A note on two problems in connection with graphs
    • E.W. Dijkstra, "A note on two problems in connection with graphs," Numerische Mathematik, vol. 1, pp. 269-271, 1959.
    • (1959) Numerische Mathematik , vol.1 , pp. 269-271
    • Dijkstra, E.W.1
  • 11
    • 0017014095 scopus 로고
    • Mathematical techniques for efficient record segmentation in large shared databases
    • M.J. Eisner and D.G. Severance, "Mathematical techniques for efficient record segmentation in large shared databases," J. Assoc. Comput. Mach., vol. 23, pp. 619-635, 1976.
    • (1976) J. Assoc. Comput. Mach. , vol.23 , pp. 619-635
    • Eisner, M.J.1    Severance, D.G.2
  • 13
    • 0000411214 scopus 로고
    • Tabu search-Part I
    • F. Glover, "Tabu search-Part I," ORSA J. Comput., vol. 1, pp. 190-206, 1989.
    • (1989) ORSA J. Comput. , vol.1 , pp. 190-206
    • Glover, F.1
  • 14
    • 0001724713 scopus 로고
    • Tabu search-Part II
    • _, "Tabu search-Part II," ORSA J. Comput., vol. 2, pp. 4-32, 1990.
    • (1990) ORSA J. Comput. , vol.2 , pp. 4-32
  • 19
    • 0023596413 scopus 로고
    • Using tabu search techniques for graph coloring
    • A. Hertz and D. de Werra, "Using tabu search techniques for graph coloring," Computing, vol. 29, pp. 345-351, 1987.
    • (1987) Computing , vol.29 , pp. 345-351
    • Hertz, A.1    De Werra, D.2
  • 20
    • 0017217582 scopus 로고
    • An integer programming formulation of computer database design problems
    • J.A. Hoffer, "An integer programming formulation of computer database design problems," Inf. Sci., vol. 11, pp. 29-48, 1976.
    • (1976) Inf. Sci. , vol.11 , pp. 29-48
    • Hoffer, J.A.1
  • 22
    • 85004899658 scopus 로고
    • Quadratic assignment as a general data-analysis strategy
    • L.J. Hubert and J. Schultz, "Quadratic assignment as a general data-analysis strategy," Br. J. Math. Stat. Psychol., vol. 29, pp. 190-241, 1976.
    • (1976) Br. J. Math. Stat. Psychol. , vol.29 , pp. 190-241
    • Hubert, L.J.1    Schultz, J.2
  • 23
    • 0029376559 scopus 로고
    • Vertical partitioning in database design
    • Y.F. Huang and C.H. Van, "Vertical partitioning in database design," Inf. Sci., vol. 86, pp. 19-35, 1995.
    • (1995) Inf. Sci. , vol.86 , pp. 19-35
    • Huang, Y.F.1    Van, C.H.2
  • 24
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C.D. Gelatt Jr., and M.P. Vecchi, "Optimization by simulated annealing," Science, vol. 220, pp. 671-680, 1983.
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt C.D., Jr.2    Vecchi, M.P.3
  • 25
    • 0000988422 scopus 로고
    • A branch-and-bound method: A survey
    • E.L. Lawler and D.E. Wood, "A branch-and-bound method: A survey," Open Res., vol. 14, pp. 699-719, 1966.
    • (1966) Open Res. , vol.14 , pp. 699-719
    • Lawler, E.L.1    Wood, D.E.2
  • 26
    • 0016575022 scopus 로고
    • Some simple applications of the traveling salesman problem
    • J.K. Lenstra and A.H.G. Kan Rinnooy, "Some simple applications of the traveling salesman problem," Oper. Res. Q., vol. 26, pp. 717-733, 1975.
    • (1975) Oper. Res. Q. , vol.26 , pp. 717-733
    • Lenstra, J.K.1    Kan Rinnooy, A.H.G.2
  • 27
    • 0015604699 scopus 로고
    • An effective heuristic algorithm for traveling salesman problem
    • S. Lin and B.W. Kernighan, "An effective heuristic algorithm for traveling salesman problem," Open. Res., vol. 21, pp. 498-516, 1973.
    • (1973) Open. Res. , vol.21 , pp. 498-516
    • Lin, S.1    Kernighan, B.W.2
  • 28
    • 0012099402 scopus 로고
    • A new graphical method for vertical partitioning in distributed database design
    • X. Lin and Y. Zhang, "A new graphical method for vertical partitioning in distributed database design," in Proc. 4th Australian Database Conf., 1993, pp. 131-144.
    • (1993) Proc. 4th Australian Database Conf. , pp. 131-144
    • Lin, X.1    Zhang, Y.2
  • 29
    • 0015397231 scopus 로고
    • Problem decomposition and data reorganization by a clustering technique
    • W.T. McCormick and P.J. Schwietzer, "Problem decomposition and data reorganization by a clustering technique," Oper. Res., vol. 20, pp. 993-1009, 1972.
    • (1972) Oper. Res. , vol.20 , pp. 993-1009
    • McCormick, W.T.1    Schwietzer, P.J.2
  • 31
    • 34250385999 scopus 로고
    • Integer programming approaches to the traveling salesman problem
    • P. Miliotis, "Integer programming approaches to the traveling salesman problem," Math. Program., vol. 10, pp. 367-378, 1976.
    • (1976) Math. Program. , vol.10 , pp. 367-378
    • Miliotis, P.1
  • 33
    • 84976839448 scopus 로고
    • Vertical partitioning for database design: A graphical algorithm
    • S. Navathe and M. Ra, "Vertical partitioning for database design: A graphical algorithm," Proc. ACM SIGMOD, pp. 440-459, 1989.
    • (1989) Proc. ACM SIGMOD , pp. 440-459
    • Navathe, S.1    Ra, M.2
  • 36
    • 0026225350 scopus 로고
    • TSPLIB-A traveling salesman problem library
    • G. Reinelt, "TSPLIB-A traveling salesman problem library," ORSA J. Comput., vol. 3, pp. 376-384, 1991.
    • (1991) ORSA J. Comput. , vol.3 , pp. 376-384
    • Reinelt, G.1
  • 39
    • 0024480849 scopus 로고
    • Simulated annealing algorithm: An overview
    • Jan.
    • R.A. Rutenbar, "Simulated annealing algorithm: An overview," IEEE Circuits Devices Mag., pp. 19-26, Jan. 1989.
    • (1989) IEEE Circuits Devices Mag. , pp. 19-26
    • Rutenbar, R.A.1
  • 41
    • 0018611606 scopus 로고
    • Experiments with a very efficient heuristic for clustering problems
    • L.E. Stanfel, "Experiments with a very efficient heuristic for clustering problems," Inf. Syst., vol. 4, pp. 285-292, 1979.
    • (1979) Inf. Syst. , vol.4 , pp. 285-292
    • Stanfel, L.E.1
  • 42
    • 0020588434 scopus 로고
    • Application of clustering to information system design
    • _, "Application of clustering to information system design," Inf. Process. Manage., vol. 19, pp. 37-50, 1983.
    • (1983) Inf. Process. Manage. , vol.19 , pp. 37-50
  • 44
    • 0002755938 scopus 로고
    • Schedule optimization using genetic algorithms
    • L. Davis, Ed. New York: Van Nostrand
    • G. Syswerda, "Schedule optimization using genetic algorithms," in Handbook of Genetic Algorithms, L. Davis, Ed. New York: Van Nostrand, 1991, pp. 332-349.
    • (1991) Handbook of Genetic Algorithms , pp. 332-349
    • Syswerda, G.1
  • 45
    • 0003389370 scopus 로고
    • The genitor algorithm and selection pressure: Why rank-based allocation of reproductive trials is best
    • D. Whitley, "The genitor algorithm and selection pressure: Why rank-based allocation of reproductive trials is best," Proc. 3rd Int. Conf. Genetic Algorithms, pp. 116-121, 1989.
    • (1989) Proc. 3rd Int. Conf. Genetic Algorithms , pp. 116-121
    • Whitley, D.1
  • 47
    • 0012078311 scopus 로고
    • On fragmentation approaches for distributed database design
    • Y. Zhang and M.E. Orlowska, "On fragmentation approaches for distributed database design," Inf. Syst., vol. 1, pp. 117-132, 1994.
    • (1994) Inf. Syst. , vol.1 , pp. 117-132
    • Zhang, Y.1    Orlowska, M.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.