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| an algebraic approach to mechanical tabu search algorithm generation | |
| Zheng Yujun; Shi Haihe; Xue Jinyun | |
| 2010 | |
| 会议名称 | 2010 1st IEEE International Conference on Progress in Informatics and Computing, PIC 2010 |
| 会议录名称 | Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010 |
| 页码 | 988-992 |
| 会议日期 | 40878 |
| 会议地点 | Shanghai, China |
| 收录类别 | EI |
| 出版地 | United States |
| ISBN | 9781420000000 |
| 部门归属 | (1) Provincial Key Lab. of High-Performance Computing, Jiangxi Normal University, Nanchang, China; (2) Beijing Systems Engineering Institute of Equipments, Beijing, China; (3) Institute of Software, Chinese Academy of Sciences, Beijing, China |
| 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. |
| 关键词 | Algebra Automatic Programming Combinatorial Optimization Information Science Learning Algorithms Machinery Specifications |
| 主办者 | IEEE Beijing Section; Shanghai Jiao Tong University; University of Texas at Dallas (UTD); Osaka University |
| 内容类型 | 会议论文 |
| URI标识 | http://ir.iscas.ac.cn/handle/311060/8646 |
| 专题 | 基础软件与系统重点实验室 |
| 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]. United States,2010:988-992. |
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