{"title":"A MIXED INTEGER PROGRAMMING APPROACH FOR THE MINIMUM MAXIMAL FLOW","authors":"Kuan Lu, S. Mizuno, Jianming Shi","doi":"10.15807/JORSJ.61.261","DOIUrl":null,"url":null,"abstract":"This paper concerns a minimum maximal flow (MMF) problem, which finds a minimum maximal flow in a given network. The problem is known to be NP-hard. We show that the MMF problem can be formulated as a mixed integer programming (MIP) problem and we propose to find the minimum maximal flow by solving the MIP problem. By performing computational experiments, we observe that the proposed approach is efficient to the MMF problem even for relatively large instances, where the number of edges is up to 15,000, and that the growth rate of running time of our approach is slower than the rates of previous works when the sizes of the instances grow.","PeriodicalId":51107,"journal":{"name":"Journal of the Operations Research Society of Japan","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2018-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.15807/JORSJ.61.261","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the Operations Research Society of Japan","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15807/JORSJ.61.261","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Decision Sciences","Score":null,"Total":0}
引用次数: 4
Abstract
This paper concerns a minimum maximal flow (MMF) problem, which finds a minimum maximal flow in a given network. The problem is known to be NP-hard. We show that the MMF problem can be formulated as a mixed integer programming (MIP) problem and we propose to find the minimum maximal flow by solving the MIP problem. By performing computational experiments, we observe that the proposed approach is efficient to the MMF problem even for relatively large instances, where the number of edges is up to 15,000, and that the growth rate of running time of our approach is slower than the rates of previous works when the sizes of the instances grow.
期刊介绍:
The journal publishes original work and quality reviews in the field of operations research and management science to OR practitioners and researchers in two substantive categories: operations research methods; applications and practices of operations research in industry, public sector, and all areas of science and engineering.