Automated Resource Allocation in Business Processes with Answer Set Programming

被引:12
作者
Havur, Giray [1 ]
Cabanillas, Cristina [1 ]
Mendling, Jan [1 ]
Polleres, Axel [1 ]
机构
[1] Vienna Univ Econ & Business, Vienna, Austria
来源
BUSINESS PROCESS MANAGEMENT WORKSHOPS, (BPM 2015) | 2016年 / 256卷
关键词
Answer set programming; Business process management; Resource allocation; Timed Petri net; Work scheduling;
D O I
10.1007/978-3-319-42887-1_16
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Human resources are of central importance for executing and supervising business processes. An optimal resource allocation can dramatically improve undesirable consequences of resource shortages. However, existing approaches for resource allocation have some limitations, e.g., they do not consider concurrent process instances or loops in business processes, which may greatly alter resource requirements. This paper introduces a novel approach for automatically allocating resources to process activities in a time optimal way that is designed to tackle the aforementioned shortcomings. We achieve this by representing the resource allocation problem in Answer Set Programming (ASP), which allows us to model the problem in an extensible, modular, and thus maintainable way, and which is supported by various efficient solvers.
引用
收藏
页码:191 / 203
页数:13
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