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A Heuristic Repair Algorithm for the Maximum Stable Marriage Problem with Ties and Incomplete Lists
Tác giả: Hoang Huu Viet, Nguyen Thi Uyen, Son Thanh Cao, TaeChoong Chung
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Lecture Notes in Artificial Intelligence
Quyển: 1     Trang: 494-506
Minh chứng: 1065-c23.pdf
Năm xuất bản: 2/2022
Tóm tắt
This paper proposes a heuristic repair algorithm to find a maximum weakly stable matching for the stable marriage problem with ties and incomplete lists. Our algorithm is designed including a well-known Gale-Shapley algorithm to find a stable matching for the stable marriage problem with ties and incomplete lists and a heuristic repair function to improve the found stable matching in terms of maximum size. Experimental results for large randomly generated instances of the problem showed that our algorithm is efficient in terms of both execution time and solution quality for solving the problem.
Từ khóa
Gale-Shapley algorithm, Heuristic repair, SMTI, Stable marriage problem
Cùng tác giả
Giải quyết bài toán đường đi bao phủ cho robot lau nhà bằng cách Cày zig-zag kết hợp tìm kiếm A* làm trơnBoB: an online coverage approach for multi-robot systemsOffsetting obstacles of any shape for robot motion planningLập trình C# cho ứng dụng cơ sở dữ liệuAn Empirical Local Search for the Stable Marriage ProblemFinding "Optimal" Stable Marriages with Ties via Local SearchA Bidirectional Local Search for the Stable Marriage ProblemA Searching for Strongly Egalitarian and Sex-Equal Stable MatchingsNgôn ngữ hình thức và AutomataA Max-Min Conflict Algorithm for the Stable Marriage ProblemB-Theta*: an Efficient Online Coverage Algorithm for Autonomous Cleaning RobotsUnivector field method-based multi-agent navigation for pursuit problem in obstacle environmentsA min-conflicts algorithm for maximum stable matchings of the hospitals/residents problem with tiesFinding Maximum Stable Matchings for the Student-Project Allocation Problem with Preferences Over ProjectsA shortlist-based bidirectional local search for the stable marriage problemMột thuật toán tìm kiếm cục bộ hiệu quả giải bài toán phân công địa điểm thực tập cho sinh viênOptimally stable matchings for resource allocationsA max-conflicts-based heuristic search for the stable marriage problem with ties and incomplete listsAn efficient heuristic algorithm for solving the Student-Project Allocation with preferences over projectsA Heuristic Repair Algorithm for the Hospitals/Residents Problem with TiesAn approximate search algorithm for the student-internship allocation problemAn Improved AdaBoost Algorithm for Highly Imbalanced Datasets in the Co-Authorship Recommendation ProblemFinding Maximum Weakly Stable Matchings for Hospitals/Residents with Ties Problem via Heuristic Search