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A Heuristic Repair Algorithm for the Hospitals/Residents problem with Ties
Tác giả: Son Thanh Cao, Le Quoc Anh, and Hoang Huu Viet
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The 22nd International Conference on Artificial Intelligence and Soft Computing
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Năm xuất bản: 1/2023
Tóm tắt
The Hospitals/Residents problem with Ties is a many-toone stable matching problem and it has several practical applications. In this paper, we present a heuristic repair algorithm to fnd a stable matching with maximal size for this problem. Our approach is to apply a random-restart algorithm used commonly to deal with constraint satisfaction problems. At each iteration, our algorithm fnds and removes the conflicted pairs in terms of preference ranks between hospitals and residents to improve rapidly the stability of the matching. Experimental results show that our approach is efcient in terms of execution time and solution quality for the problem of large sizes
Từ khóa
Hospitals/Residents with Ties · Heuristic Repair · Undominated Blocking Pair · Weakly Stable Matching.