Abstract
We study resource allocation problems in rooted trees in which demand values are given in the leaves. Single-type resources (weights) are to be assigned in the tree nodes such that the total weight in the rooted path from each leaf to the root equals its demand. The goal is to minimize the total costs of the allocated resources. It is known that the linear cost case, i.e., when the cost of a resource is proportional to its weight, is solvable in linear time. In this paper we show that when costs are monotone nondecreasing functions, which reflect, e.g., (dis)economies of scale, the problem becomes intractable, and design for it a fully polynomial time approximation scheme by formulating it as a dynamic program and using the technique of K-approximation sets and functions.
| Original language | English |
|---|---|
| Article number | 106114 |
| Journal | Information Processing Letters |
| Volume | 170 |
| DOIs | |
| State | Published - Sep 2021 |
Keywords
- Design of algorithms
- Dynamic programming
- FPTAS
- K-approximation sets and functions
- Resource allocation
All Science Journal Classification (ASJC) codes
- Theoretical Computer Science
- Signal Processing
- Information Systems
- Computer Science Applications