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NF-based algorithms for online bin packing with buffer and bounded item size

Published: 01 August 2015 Publication History

Abstract

This paper studies a variation of online bin packing where there is a capacitated buffer to temporarily store items during packing, and item size is bounded within $$(\alpha, 1/2]$$(,1/2] for some $$0\le \alpha < 1/2$$0≤ <1/2. The problem is motivated by surgery scheduling such that we regard the planned uniform available time interval in each day as a unit size bin and surgeries as items to be packed. Our focus is on the asymptotic performance of NF (Next Fit) and NF-based online algorithms. We show that the classical NF algorithm without use of the buffer has an asymptotic competitive ratio of $$2/(1+\alpha )$$2/(1+ ). An NF-based algorithm which makes use of the buffer is further proposed, and proved to be asymptotic 13/9-competitive for any given buffer size not less than 1. We also present a lower bound of 4/3.

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Cited By

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  • (2021)Solving fully dynamic bin packing problem for virtual machine allocation in the cloud environment by the futuristic greedy algorithmJournal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology10.3233/JIFS-20158140:3(4737-4760)Online publication date: 1-Jan-2021
  • (2018)Tight bounds for NF-based bounded-space online bin packing algorithmsJournal of Combinatorial Optimization10.1007/s10878-017-0175-435:2(350-364)Online publication date: 21-Dec-2018
  • (2017)Online bin packing problem with buffer and bounded size revisitedJournal of Combinatorial Optimization10.1007/s10878-015-9976-533:2(530-542)Online publication date: 1-Feb-2017

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Published In

cover image Journal of Combinatorial Optimization
Journal of Combinatorial Optimization  Volume 30, Issue 2
August 2015
201 pages

Publisher

Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 01 August 2015

Author Tags

  1. Asymptotic competitive ratio
  2. Bin packing
  3. Online algorithm

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Cited By

View all
  • (2021)Solving fully dynamic bin packing problem for virtual machine allocation in the cloud environment by the futuristic greedy algorithmJournal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology10.3233/JIFS-20158140:3(4737-4760)Online publication date: 1-Jan-2021
  • (2018)Tight bounds for NF-based bounded-space online bin packing algorithmsJournal of Combinatorial Optimization10.1007/s10878-017-0175-435:2(350-364)Online publication date: 21-Dec-2018
  • (2017)Online bin packing problem with buffer and bounded size revisitedJournal of Combinatorial Optimization10.1007/s10878-015-9976-533:2(530-542)Online publication date: 1-Feb-2017

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