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Journal of Heuristics最新文献

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A matheuristic for the stochastic facility location problem 随机设施选址问题的数学模型
IF 2.7 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal of Heuristics
Pub Date : 2021-02-26 DOI: 10.1007/s10732-021-09468-y
Renata Turkeš, K. Sörensen, D. Cuervo
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引用次数: 13
Enhancing large neighbourhood search heuristics for Benders’ decomposition 增强Benders分解的大邻域搜索启发式算法
IF 2.7 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal of Heuristics
Pub Date : 2021-02-23 DOI: 10.1007/s10732-021-09467-z
Stephen J. Maher
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引用次数: 3
Reference point based evolutionary multi-objective optimization algorithms with convergence properties using KKTPM and ASF metrics 基于KKTPM和ASF度量的具有收敛性的基于参考点的进化多目标优化算法
IF 2.7 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal of Heuristics
Pub Date : 2021-02-19 DOI: 10.1007/s10732-021-09470-4
M. Abouhawwash, K. Deb
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引用次数: 11
Analysis of Bayesian Network Learning Techniques for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm: a case study on MNK Landscape 混合多目标贝叶斯分布估计贝叶斯网络学习技术分析——以MNK景观为例
IF 2.7 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal of Heuristics
Pub Date : 2021-02-06 DOI: 10.1007/s10732-021-09469-x
M. Martins, Mohamed El Yafrani, M. Delgado, R. Lüders, Roberto Santana, H. Siqueira, H. G. Akcay, B. Ahiod
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引用次数: 9
Augmented intuition: a bridge between theory and practice 增强直觉:理论与实践之间的桥梁
IF 2.7 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal of Heuristics
Pub Date : 2021-01-31 DOI: 10.1007/s10732-020-09465-7
P. Moscato, Luke Mathieson, Mohammad Nazmul Haque
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引用次数: 0
Weighted proximity search 加权接近搜索
IF 2.7 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal of Heuristics
Pub Date : 2021-01-30 DOI: 10.1007/s10732-021-09466-0
Filipe Rodrigues, A. Agra, L. M. Hvattum, C. Requejo
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引用次数: 5
Anisotropic Q-learning and waiting estimation based real-time routing for automated guided vehicles at container terminals 基于各向异性q学习和等待估计的集装箱码头自动导引车实时路由
IF 2.7 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal of Heuristics
Pub Date : 2021-01-13 DOI: 10.1007/s10732-020-09463-9
Pengfei Zhou, Li Lin, Kap-Hwan Kim
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引用次数: 6
A max-conflicts based heuristic search for the stable marriage problem with ties and incomplete lists 基于最大冲突的不完全列表约束下稳定婚姻问题的启发式搜索
IF 2.7 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal of Heuristics
Pub Date : 2021-01-06 DOI: 10.1007/s10732-020-09464-8
Hoang Huu Viet, Nguyen Thi Uyen, SeungGwan Lee, TaeChoong Chung, Le Hong Trang

In this paper, we propose a heuristic search algorithm based on maximum conflicts to find a weakly stable matching of maximum size for the stable marriage problem with ties and incomplete lists. The key idea of our approach is to define a heuristic function based on the information extracted from undominated blocking pairs from the men’s point of view. By choosing a man corresponding to the maximum value of the heuristic function, we aim to not only remove all the blocking pairs formed by the man but also reject as many blocking pairs as possible for an unstable matching from the women’s point of view to obtain a solution of the problem as quickly as possible. Experiments show that our algorithm is efficient in terms of both execution time and solution quality for solving the problem.

本文提出了一种基于最大冲突的启发式搜索算法，用于寻找带不完全链表的稳定婚姻问题的最大大小弱稳定匹配。我们的方法的关键思想是定义一个启发式函数，该函数基于从男性的角度从非支配阻塞对中提取的信息。通过选择启发式函数最大值所对应的男性，我们不仅要去除男性形成的所有阻塞对，而且要从女性的角度尽可能多地拒绝不稳定匹配的阻塞对，以尽快得到问题的解。实验表明，该算法在求解问题的执行时间和求解质量方面都是有效的。
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引用次数: 1
CMSA algorithm for solving the prioritized pairwise test data generation problem in software product lines 求解软件产品线中优先成对测试数据生成问题的CMSA算法
IF 2.7 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal of Heuristics
Pub Date : 2020-11-10 DOI: 10.1007/s10732-020-09462-w
Javier Ferrer, F. Chicano, José Antonio Ortega-Toro
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引用次数: 5
Iterated local search for single machine total weighted tardiness batch scheduling 单机总加权延迟批量调度的迭代局部搜索
IF 2.7 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal of Heuristics
Pub Date : 2020-11-09 DOI: 10.1007/s10732-020-09461-x
Eduardo Queiroga, Rian G. S. Pinheiro, Quentin Christ, A. Subramanian, A. Pessoa
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引用次数: 14
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