Title
Online Knapsack Problem with Removal Cost.
Abstract
In this paper, we study the online knapsack problem with removal cost. The input is a sequence of items u 1,u 2,...,u n, each of which has a size and a value, where the value of each item is assumed to be equal to the size. Given the ith item u i, we either put u i into the knapsack or reject it with no cost. When u i is put into the knapsack, some items in the knapsack are removed with removal cost if the sum of the size of u i and the total size in the current knapsack exceeds the capacity of the knapsack. Here the removal cost means a cancellation charge or disposal fee. Our goal is to maximize the profit, i.e., the sum of the values of items in the last knapsack minus the total removal cost occurred. In this paper, we consider two kinds of removal cost: unit and proportional cost. For both models, we provide their competitive ratios. Namely, we construct optimal online algorithms and prove that they are best possible. © 2012 Springer-Verlag.
Year
DOI
Venue
2012
10.1007/978-3-642-32241-9_6
COCOON
Field
DocType
Volume
Online algorithm,Combinatorics,Mathematical optimization,Matroid intersection,Change-making problem,Computer science,Knapsack problem,Competitive analysis
Conference
7434 LNCS
Issue
ISSN
Citations 
null
16113349
5
PageRank 
References 
Authors
0.47
12
3
Name
Order
Citations
PageRank
Xin Han121324.49
Yasushi Kawase24215.31
Kazuhisa Makino31088102.74