A Surprisal-Based Greedy Heuristic for the Set Covering Problem

In this paper we exploit concepts from Information Theory to improve the classical Chvatal greedy algorithm for the set covering problem. In particular, we develop a new greedy procedure, called Surprisal-Based Greedy Heuristic (SBH), incorporating the computation of a “surprisal” measure when selec...

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Bibliographic Details
Main Authors: Tommaso Adamo, Gianpaolo Ghiani, Emanuela Guerriero, Deborah Pareo
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/16/7/321