中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
A Parallel Biological Optimization Algorithm to Solve the Unbalanced Assignment Problem Based on DNA Molecular Computing

文献类型:期刊论文

作者Wang, Zhaocai1; Pu, Jun1; Cao, Liling1; Tan, Jian1
刊名INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
出版日期2015
卷号16期号:10页码:882-893
关键词DNA molecules computing the unbalanced assignment problem biological optimization algorithm NP-complete problem
通讯作者Tan, J (reprint author), Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China.
英文摘要The unbalanced assignment problem (UAP) is to optimally resolve the problem of assigning n jobs to m individuals (m < n), such that minimum cost or maximum profit obtained. It is a vitally important Non-deterministic Polynomial (NP) complete problem in operation management and applied mathematics, having numerous real life applications. In this paper, we present a new parallel DNA algorithm for solving the unbalanced assignment problem using DNA molecular operations. We reasonably design flexible-length DNA strands representing different jobs and individuals, take appropriate steps, and get the solutions of the UAP in the proper length range and O(mn) time. We extend the application of DNA molecular operations and simultaneity to simplify the complexity of the computation.
研究领域[WOS]Biochemistry & Molecular Biology ; Chemistry, Multidisciplinary
收录类别SCI
语种英语
WOS记录号WOS:000364232100116
源URL[http://ir.ceode.ac.cn/handle/183411/38372]  
专题遥感与数字地球研究所_SCI/EI期刊论文_期刊论文
作者单位1.[Wang, Zhaocai] Shanghai Ocean Univ, Coll Informat, Shanghai 201306, Peoples R China
2.[Pu, Jun] Univ Int Business & Econ, Ctr Finance & Accounting Res, Beijing 100029, Peoples R China
3.[Cao, Liling] Shanghai Ocean Univ, Coll Engn Sci & Technol, Shanghai 201306, Peoples R China
4.[Tan, Jian] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
推荐引用方式
GB/T 7714
Wang, Zhaocai,Pu, Jun,Cao, Liling,et al. A Parallel Biological Optimization Algorithm to Solve the Unbalanced Assignment Problem Based on DNA Molecular Computing[J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES,2015,16(10):882-893.
APA Wang, Zhaocai,Pu, Jun,Cao, Liling,&Tan, Jian.(2015).A Parallel Biological Optimization Algorithm to Solve the Unbalanced Assignment Problem Based on DNA Molecular Computing.INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES,16(10),882-893.
MLA Wang, Zhaocai,et al."A Parallel Biological Optimization Algorithm to Solve the Unbalanced Assignment Problem Based on DNA Molecular Computing".INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES 16.10(2015):882-893.

入库方式: OAI收割

来源:遥感与数字地球研究所

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