最小溢出排序问题

Minimum Spillage Sequencing

Management Science · 1988
被引 2
人大 A+FT50UTD24ABS 4*

中文导读

研究实时卫星信号数据处理中的最小溢出排序问题,通过最坏情况、平均情况分析和计算测试,证明该NP难问题可有效求解,并给出一个紧的上界和O(n log n)的安全启发式算法。

Abstract

The minimum spillage sequencing problem, which arises in real-time satellite signal data processing, requires a set of numbers to be arranged so as to minimize the “overflow” of the partial sums above an upper bound. We subject several heuristics to worst-case analysis, average-case analysis, and computational testing. The results demonstrate that the problem, though NP-hard, can be handled effectively. One of the highlights of the analysis is a tight upper bound on the fraction of overflow when the problem is solved to optimality, together with an O(n log n) “safe” heuristic which never exceeds this bound.

最小溢出排序问题启发式算法最坏情况分析安全启发式