Column generation extensions of set covering greedy heuristics

Autor: Nils-Hassan Quttineh, Torbjörn Larsson
Rok vydání: 2022
Předmět:
Zdroj: Operations Research Letters. 50:738-744
ISSN: 0167-6377
Popis: Large-scale set covering problems are often approached by constructive greedy heuristics, and many selection criteria for such heuristics have been considered. These criteria are typically based on measures of the cost of setting an additional variable to one in relation to the number of yet unfulfilled constraints that it will satisfy. We show how such greedy selections can be performed on column-oriented set covering models, by using a fractional optimization formulation and solving sequences of ordinary column generation problems for the application at hand.
Databáze: OpenAIRE