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| an algebraic approach to mechanical tabu search algorithm generation | |
| Zheng Yujun; Shi Haihe; Xue Jinyun | |
| 2010 | |
| Conference Name | 2010 1st IEEE International Conference on Progress in Informatics and Computing, PIC 2010 |
| Source | Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010 |
| Pages | 988-992 |
| Conference Date | 40878 |
| Conference Place | Shanghai, China |
| Indexed Type | EI |
| Publish Place | United States |
| ISBN | 9781420000000 |
| Department | (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 |
| English Abstract | 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. |
| Keyword | Algebra Automatic Programming Combinatorial Optimization Information Science Learning Algorithms Machinery Specifications |
| Sponsorship | IEEE Beijing Section; Shanghai Jiao Tong University; University of Texas at Dallas (UTD); Osaka University |
| Content Type | 会议论文 |
| URI | http://ir.iscas.ac.cn/handle/311060/8646 |
| Collection | 基础软件与系统重点实验室 |
| Recommended Citation GB/T 7714 | Zheng Yujun,Shi Haihe,Xue Jinyun. an algebraic approach to mechanical tabu search algorithm generation[C]. United States,2010:988-992. |
| Files in This Item: | ||||||
| File Name/Size | DocType | Version | Access | License | ||
| 05687855.pdf（191KB） | 开放获取 | -- | Application Full Text | |||
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