Branch-and-Cut Algorithmic Framework for 0-1 Mixed-Integer Convex Nonlinear Programs
文献类型：期刊论文
| 作者 | Wu, Hao1,2; Wen, Hao2; Zhu, Yushan1 |
| 刊名 | INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
 |
| 出版日期 | 2009-10-21 |
| 卷号 | 48期号:20页码:9119-9127 |
| 关键词 | CUTTING PLANE METHOD OUTER-APPROXIMATION GLOBAL OPTIMIZATION MINLP OPTIMIZATION BOUND ALGORITHM GOMORY CUTS PROJECT |
| ISSN号 | 0888-5885 |
| 通讯作者 | Zhu, YS |
| 英文摘要 | With widespread use of mixed-integer modeling for continuous and discontinuous nonlinear chemical processes, a robust mixed-integer nonlinear optimization algorithm is strongly demanded for the design and operation of chemical processes that achieve greater profits and also satisfy environmental and safety constraints. In this article, an extensive evaluation of a branch-and-cut algorithmic framework for 0-1 mixed-integer convex nonlinear programs, called MINO for Mixed-Integer Nonlinear Optimizer, is presented, The numerical performances of MINO are tested against four sets of medium-sized practical application problems from the fields of operations research and chemical engineering, The effects of the nonlinear programming (NLP) solvers, the cut generating and maintaining strategy, the node selection method, and the frequency of cut generation are examined, in order to handle MINLP problem with different mathematical structures. Preliminary computational results show that MINO exhibits a capability for handling practical MINLP problems that is comparable to that of the commercial solvers SBB and DICOPT, and it shows better performance for some problems for which either commercial solver encounters convergence problem within a CPU time limit of 6 h. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Engineering, Chemical |
| 研究领域[WOS] | Engineering |
| 关键词[WOS] | CUTTING PLANE METHOD ; OUTER-APPROXIMATION ; GLOBAL OPTIMIZATION ; MINLP OPTIMIZATION ; BOUND ALGORITHM ; GOMORY CUTS ; PROJECT |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000270671300009 |
| 公开日期 | 2013-11-29 |
| 版本 | 出版稿 |
| 源URL | [http://ir.ipe.ac.cn/handle/122111/6561]  |
| 专题 | 过程工程研究所_多相复杂系统国家重点实验室 |
| 作者单位 | 1.Tsinghua Univ, Dept Chem Engn, Beijing 100084, Peoples R China 2.Chinese Acad Sci, Inst Proc Engn, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wu, Hao,Wen, Hao,Zhu, Yushan. Branch-and-Cut Algorithmic Framework for 0-1 Mixed-Integer Convex Nonlinear Programs[J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH,2009,48(20):9119-9127. |
| APA | Wu, Hao,Wen, Hao,&Zhu, Yushan.(2009).Branch-and-Cut Algorithmic Framework for 0-1 Mixed-Integer Convex Nonlinear Programs.INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH,48(20),9119-9127. |
| MLA | Wu, Hao,et al."Branch-and-Cut Algorithmic Framework for 0-1 Mixed-Integer Convex Nonlinear Programs".INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 48.20(2009):9119-9127. |
入库方式： OAI收割
来源：过程工程研究所
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