Agent-Based System Design for Service Process
نویسندگان
چکیده
Compared with traditional manufacturing scheduling, service process scheduling poses additional 7 challenges attributable to the significant customer involvement in service processes. In services, there are typically 8 no inventoried products, which make the service provider’s capacity more sensitive to dynamic changes. Service 9 process scheduling objectives are also more complicated due to the consideration of customer preferences, customer 10 waiting costs and human resource costs. After describing the Unified Services Theory and analysing its scheduling 11 implications, this paper reviews the research literature on service process scheduling system design with a particular 12 emphasis on agent-based approaches. Major issues in agent-based service process scheduling systems design are 13 discussed and research opportunities are identified. The survey of the literature reveals that despite of many domain14 specific designs in agent-based service process scheduling, there is a lack of general problem formulations, 15 classifications, solution frameworks, and test beds. Constructing these general models for service process 16 scheduling system design will facilitate the collaboration of researchers in this area and guide the effective 17 development of integrated service process scheduling systems. 18
منابع مشابه
Method integration: An approach to develop agent oriented methodologies
Agent oriented software engineering (AOSE) is an emerging field in computer science and proposes some systematic ideas for multi agent systems analysis, implementation and maintenance. Despite the various methodologies introduced in the agent-oriented software engineering, the main challenges are defects in different aspects of methodologies. According to the defects resulted from weaknesses ...
متن کاملA class of multi-agent discrete hybrid non linearizable systems: Optimal controller design based on quasi-Newton algorithm for a class of sign-undefinite hessian cost functions
In the present paper, a class of hybrid, nonlinear and non linearizable dynamic systems is considered. The noted dynamic system is generalized to a multi-agent configuration. The interaction of agents is presented based on graph theory and finally, an interaction tensor defines the multi-agent system in leader-follower consensus in order to design a desirable controller for the noted system. A...
متن کاملA Dynamic Fuzzy Expert System Based on Maintenance Indicators for Service Type Selection of Machinery
Due to the multiplicity of standards and complex rules; maintenance, repair and servicing of machinery could be done only by the fully qualified and proficient experts. Since the knowledge of such experts is not available all times, using expert systems can help to improve the maintenance process. To address this need and the uncertainty of the maintenance process indicators, this research prop...
متن کاملAdaptive Consensus Control for a Class of Non-affine MIMO Strict-Feedback Multi-Agent Systems with Time Delay
In this paper, the design of a distributed adaptive controller for a class of unknown non-affine MIMO strict-feedback multi agent systems with time delay has been performed under a directed graph. The controller design is based on dynamic surface control method. In the design process, radial basis function neural networks (RBFNNs) were employed to approximate the unknown nonlinear functions. S...
متن کاملOn the use of multi-agent systems for the monitoring of industrial systems
The objective of the current paper is to present an intelligent system for complex process monitoring, based on artificial intelligence technologies. This system aims to realize with success all the complex process monitoring tasks that are: detection, diagnosis, identification and reconfiguration. For this purpose, the development of a multi-agent system that combines multiple intelligences su...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2013