Archives of Computational Methods in Engineering ( IF 9.7 ) Pub Date : 2020-05-11 , DOI: 10.1007/s11831-020-09432-2 Iman Rahimi , Amir H. Gandomi
A comprehensive review and analysis of operating room (OR) theatre scheduling problems as well as a comparison of solution approaches along with suggestions for future studies are presented in this work. A detailed scientometric analysis was performed, which is a powerful tool for conducting bibliometric analyses and comprehensive reviews. OR scheduling problems were categorized into three decision levels, including strategical, tactical, and operational levels. Since optimization of OR problems is an NP-hard optimization problem, we evaluated research studies that employed different mathematical and metaheuristic methods to address OR optimization problems. The comprehensive review presented in this work is divided into two sections. The first section is focused on mathematical modeling, including deterministic and uncertainty modeling, and the second section is focused on solution approaches. The latter section reviews single and multi-objective solution methods. An additional section of this paper is focused on application software that are developed to address the previously mentioned problems. The final section of the paper presents conclusions of this work.
中文翻译:
手术室与手术计划的综合回顾与分析
这项工作介绍了对手术室(OR)剧院排班问题的全面回顾和分析,以及对解决方法的比较以及对未来研究的建议。进行了详细的科学计量分析,这是进行文献计量分析和全面审查的强大工具。OR调度问题分为三个决策级别,包括战略,战术和运营级别。由于OR问题的优化是NP困难的优化问题,因此我们评估了采用不同数学和元启发式方法解决OR优化问题的研究。这项工作中提出的全面审查分为两个部分。第一部分专注于数学建模,包括确定性和不确定性建模,第二部分重点介绍解决方案方法。下一部分将介绍单目标解决方案和多目标解决方案。本文的其他部分重点介绍为解决上述问题而开发的应用程序软件。本文的最后一部分介绍了这项工作的结论。