کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1134639 | 956074 | 2011 | 10 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Self Controlling Tabu Search algorithm for the Quadratic Assignment Problem Self Controlling Tabu Search algorithm for the Quadratic Assignment Problem](/preview/png/1134639.png)
This paper addresses the application of the principles of feedback and self-controlling software to the tabu search algorithm. We introduce two new reaction strategies for the tabu search algorithm. The first strategy treats the tabu search algorithm as a target system to be controlled and uses a control-theoretic approach to adjust the algorithm parameters that affect search intensification. The second strategy is a flexible diversification strategy which can adjust the algorithm’s parameters based on the search history. These two strategies, combined with tabu search, form the Self Controlling Tabu Search (SC-Tabu) algorithm. The algorithm is implemented and tested on the Quadratic Assignment Problem (QAP). The results show that the self-controlling features of the algorithm make it possible to achieve good performance on different types of QAP instances.
Journal: Computers & Industrial Engineering - Volume 60, Issue 2, March 2011, Pages 310–319