From business process models to hierarchical task network planning domains
نویسندگان
چکیده
Hierarchical Task Network (HTN) planning paradigm has been widely used during the last decade to model and solve planning and scheduling problems, and it has proved to be very useful in the planning and coordination of human tasks. At the same time, Business Process Management (BPM) tools are being increasingly used in the modeling of organizations business practices and processes, but their life-cycle has shown to have some shortages (as the possibility to obtain context-dependent plan instances). In this paper we present a methodology and software framework to translate Business Process Models into HTN planning and scheduling domains, in order to cover some of these deficiencies.
منابع مشابه
JABBAH: A Java Application Framework for the Translation Between Business Process Models and HTN
HTN planning paradigm has been widely used during the last decade to model and solve planning and scheduling problems. Even so, little research have been oriented to represent and generate these planning domains automatically with the help of software tools. In this paper we present an extensible software framework directed to cover this goal, proposing an innovative knowledge engineering metho...
متن کاملTowards Inducing Hierarchical Task Network Domain Models for Ai Planning from Examples
Domain modelling for AI Planning aims to form a database of facts about the ‘world’ being modelled. This can be a complex process especially if there is a large number of objects or actions or both to be modelled. This task can be facilitated by tools which induce operators or methods from examples. Further, large and complex domains are more easily constructed if domain languages are used whic...
متن کاملMulti-period network Data Envelopment Analysis to measure the efficiency of a real business
Measuring the efficiency of real businesses is not a simple task, because a real business may involve several processes and sub-processes, forming a very complicated dynamic network of interactions. In this paper, a customized dynamic network data envelopment analysis (NDEA) model is proposed to measure the efficiency of the sub-processes in a real business. The proposed dynamic NDEA model is f...
متن کاملA Multi-Agent Extension of Hierarchical Task Network
Describing planning domains using a common formalism promotes greater reuse of research, allowing a fairer comparison between different approaches. Common planning formalisms for single-agent planning are already well established (e.g., PDDL, STRIPS, and HTN), but currently there is a shortage of multi-agent planning formalisms with clear semantics. In this paper, we propose a multi-agent exten...
متن کاملTowards inducing HTN domain models from examples (short paper)
Domain modelling for AI Planning can be a complex process especially if there is a large number of objects or actions or both to be modelled. This task can be facilitated by tools which induce operators or methods from examples. Further, large and complex domains are more easily constructed if domain languages are used which allow for hierarchical decomposition of domain components. Examples of...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Knowledge Eng. Review
دوره 28 شماره
صفحات -
تاریخ انتشار 2013