an algebraic approach to mechanical tabu search algorithm generation
文献类型:会议论文
作者 | Zheng Yujun ; Shi Haihe ; Xue Jinyun |
出版日期 | 2010 |
会议名称 | 2010 1st IEEE International Conference on Progress in Informatics and Computing, PIC 2010 |
会议日期 | 40878 |
会议地点 | Shanghai, China |
关键词 | Algebra Automatic programming Combinatorial optimization Information science Learning algorithms Machinery Specifications |
页码 | 988-992 |
英文摘要 | Traditional approaches to apply tabu search method typically require formulating an algorithmic structure for each individual problem. Based on algebraic specifications, the paper presents a unified and mechanical framework for implementing tabu search algorithms for combinatorial optimization problems. We define a generalized specification using high-order functions to describe search strategies, from which efficient algorithms can be generated for concrete problems by data type refinement and functional refinement. We also extend the framework for multi-objective problems by enriching specification behaviors. Our approach achieves a high level of abstraction and mechanization without losing performance. ©2010 IEEE. |
收录类别 | EI |
会议主办者 | IEEE Beijing Section; Shanghai Jiao Tong University; University of Texas at Dallas (UTD); Osaka University |
会议录 | Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010
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会议录出版地 | United States |
ISBN号 | 9781420000000 |
源URL | [http://124.16.136.157/handle/311060/8646] ![]() |
专题 | 软件研究所_计算机科学国家重点实验室 _会议论文 |
推荐引用方式 GB/T 7714 | Zheng Yujun,Shi Haihe,Xue Jinyun. an algebraic approach to mechanical tabu search algorithm generation[C]. 见:2010 1st IEEE International Conference on Progress in Informatics and Computing, PIC 2010. Shanghai, China. 40878. |
入库方式: OAI收割
来源:软件研究所
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