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两种准在线装箱算法 被引量:3

Two Semi-online Algorithms for Bin Packing Problem
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摘要 在装箱问题中,下次填充法(NF)由于其在线特性,而被广泛应用。然而这种算法由于按照物件到达先后顺序来填充,资源利用率比较低。该文根据计算机通信网络中的实际应用,在NF算法基础上添加了置换功能,提出两种新的算法:最后物件置换算法和每个物件置换算法。由于物件被置换后,可能会被填充到后续箱内,因此称之为准在线算法。通过平均分析发现,这两种算法性能比NF算法有较大提高,类似于智能NF算法的性能。 In online bin packing problem, for the online property of next fit(NF) algorithm, it is used widely. However, NF works according to the item arrival sequence, the resource utility ratio is low. This paper based on the computer communication network, adds repacking scheme to NF algorithm, and presents two new algorithms: the last item repacking and each item repacking. Because of being repacked, some items would be packed into the subsequent bin, hence they are called semi-online algorithms. By means of average-case analysis, the paper finds they perform much better than NF, and almost same to the smart next fit algorithm.
出处 《计算机工程》 EI CAS CSCD 北大核心 2006年第13期4-5,17,共3页 Computer Engineering
关键词 准在线 装箱 性能比 置换 Semi-online Bin-packing Performance ratio Repacking
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参考文献8

  • 1Coffman E G,Garey J M R,Johnson D S.Approximation Algorithms for Bin Packing:A Survey[M].Approximation Algorithms for NP-Hard Problems.Boston:PSW Publishing,1997:46-93.
  • 2Garey M R,Johnson D S.Computers and Intractability:A Guide to the Theory of NP-Completeness[M].San Francisco,CA:Freeman,1979.
  • 3Lee C,Lee D.A Simple On-line Bin-packing Algorithm[J].Journal of the ACM,1985,32(3):562-572.
  • 4Jr E G C,Halrin S,Jean-Marie A.Stochastic Analysis of a Slotted FIFO Communication Channel[J].IEEE Trans.on Info.Theory,1993,39(5):1555-1566.
  • 5Karmarkar N.Probability Analysis of Some Bin Packing Algorithms[C].Proceedings of the 23rd Annual Symposium on Foundations of Computer Science,1982:107-111.
  • 6Ramanan P.Average Case Analysis of the Smart Next Fit Algorithm[J].Information Processing Letters,1989,31 (5):221-225.
  • 7Csirik J,Johnson D S.Bounded Space on Line Bin Packing:Best is Better than First[C].Proc.of the 2nd ACM-SIAM Symp.on Discrete Algorithms,1991:309-319.
  • 8Johnson D S,Demers A,Ullman J D,et al.Worst-case Performance Bounds for Simple One Dimensional Packing Algorithms[J].SIAM J.Computer.1974,3 (4):299-325.

同被引文献31

  • 1肖教燎,毛燕玲,余国松.一类带约束的装箱问题的在线算法[J].南昌大学学报(理科版),2006,30(6):522-524. 被引量:2
  • 2张德富,魏丽军,陈青山,陈火旺.三维装箱问题的组合启发式算法[J].软件学报,2007,18(9):2083-2089. 被引量:50
  • 3ChuckLam.Hadoop实战[M].北京:人民邮电出版社,2011:17-50.
  • 4Fuellerer G, Doemer K F, Hartl R F, et al. Metaheuristics for vehicle routing problems with three-dimensional loading constraints[J]. European Journal of Operational Research,2010,201(3): 751-759.
  • 5ROLICH T. Testing of several overlapping optimization methods for bin-packing problem[C]. Information & Communication Tech- nology Electronics &Microelectronics (MIPRO), Opatija, 2013. Croatia: Hrvatska, 2013: 975-980.
  • 6COFFMAN E G, GAREY J M R, JOHNSON D S. Approxima- tion algorithms for bin packing:a survey[M]. Approximation Al- gorithms for NP-Hard Problems, Boston.. PSW publish, 1997.
  • 7ANIKA, GARG D. Parallelizing generalized one-dimensional bin packing problem using MapReduce[C]. 2014 IEEE International Conference on Advance Computing Conference (IACC), Gurgaon, 2014. India: ITM University India, 2014: 628-635.
  • 8LEAH EPSTEIN, LENE M,FAVRHOLDT, et al. Comparing on- line algorithms for bin packing problems[J]. Journal of Schedu- ling,2012.
  • 9LI LUO,YANG YOU. Surgical scheduling based on offline bin- packing [C]. Service Systems and Service Management (IC- SSSM), Shanghai, China, Economics& Management School, Tongji University, 2012: 491-494.
  • 10LEAH EPSTEIN, ROB VAN STEE. Optimal online algorithms for multidimensional packing problem[J]. SIAM Journal on Com- puting, 2005.

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