Using Multiagent Based on Fuzzy Reasoning Approach to Solve Project Team Work Allocation Problems

Yee-Ming Chen ； Cheng-Wei Wei

《MIS REVIEW：An International Journal》 16卷1期 (2010/09) Pp. 127-154

https://doi.org/10.6131/MISR.201009_16(1).0004

並列摘要

When a new project starts, the right selection of people integrates into a work team in order to carry on the project is of very importance. The success of a project is greatly due to the personal responsibility of each team member, and to an adequate communication, collaboration and co-operation among the team members. Nowadays, the project team formation process is typically performed by a manager based on past experience and available information (though frequently uncertain and dynamic) about the cognitive characteristics of the potential team members. The dynamic and continuously changing nature of construction project team justifies the need for decision support tools with high adaptability and handling of uncertainty which is featured by multi-agent techniques for human resource allocation. An Agent-based Project Management System (AbPMS) is proposed to simulate the interaction of a team member with other team members and with the tasks of a project. Meanwhile, the system is based on the software (Belief, Desire, Intention [BDI]) agents which are used for modeling social human behavior at work, where human characteristics are represented by a set of fuzzy values, model the interaction between the agents to generate the possible performance of a work team are modeled by fuzzy rules. This paper presents the project team agents and techniques in AbPMS and discusses a sample case applying these techniques for the project allocation initialization and human resource management in the urgent state. We use AbPMS platform to perform scenarios of stimulus/response agents in order to solve specific problems, such as project durations, task quality and adaptive allocation emergency response.

並列關鍵字

Multiagent systems ； BDI ； Fuzzy ； Project Management

參考文獻

Belout, A.,Gauvreau, C.(2004).Factors influencing project success: The impact of human resource management.International Journal of Project Management.22(1),1-11.

Bratman, M. E.(1987).Intention, Plans, and Practial Reason.Harvard University Press:Massachusetts.

FIPA [Foundation for Intelligent Physical Agents] (2007) May, http://www.fipa.org

Georgeff, M. P.,Lansky, A. L.(1987).Reactive reasoning and planning.Proceedings of the Sixth National Conference on Artificial Intelligence (AAAI-87).(Proceedings of the Sixth National Conference on Artificial Intelligence (AAAI-87)).:

Iglesias, C.,Garijo, M.,Gonzales, J. C.,Velasco, J. R.(1998).Analysis and design of multi-agent systems using MAS-Common KADS.Intelligent Agents IV. Proceedings of the Fourth International Workshop on Agent s IV. Agent Theories, Architectures, and Languages (ATAL-97).(Intelligent Agents IV. Proceedings of the Fourth International Workshop on Agent s IV. Agent Theories, Architectures, and Languages (ATAL-97)).: