Selected topics in column generation
成果类型：
Review
署名作者：
Lübbecke, ME; Desrosiers, J
署名单位：
Technical University of Berlin; Universite de Montreal; HEC Montreal; Universite de Montreal
刊物名称：
OPERATIONS RESEARCH
ISSN/ISSBN：
0030-364X
DOI：
10.1287/opre.1050.0234
发表日期：
2005
页码：
1007-1023
关键词：
摘要：
Dantzig-Wolfe decomposition and column generation, devised for linear programs, is a success story in large-scale integer programming. We outline and relate the approaches, and survey mainly recent contributions, not yet found in textbooks. We emphasize the growing understanding of the dual point of view, which has brought considerable progress to the column generation theory and practice. It stimulated careful initializations, sophisticated solution techniques for the restricted master problem and subproblem, as well as better overall performance. Thus, the dual perspective is an ever recurring concept in our selected topics.