Title :
A cybernetic model for analytic network process
Author_Institution :
Sch. of the Built Environ., Heriot-Watt Univ., Edinburgh, UK
Abstract :
This paper provides a novel approach to the application of analytic network process (ANP) with regard to avoid the bottleneck problem in data collection through questionnaire surveys. A cybernetic model is firstly introduced to reflect all general targets and related processes so as to set up a generic framework of methodology for an efficient use of ANP. Under this framework, a novel questionnaire formatting approach, called Pair-Wiser, is then put forward for lean questionnaire design, data collection and process in order to solve bottleneck problem in data collection and significantly reduce the work load in answering questionnaires for complex decision making problems. A case study is used to demonstrate the effectiveness of using Pair-Wiser in ANP modeling. Both of the cybernetic model and Pair-Wiser approach are based on the author´s research into ANP applications in the past seven years, and can effectively facilitate the adoption of ANP in real projects.
Keywords :
cybernetics; data acquisition; decision making; ANP modeling; Pair-Wiser method; analytic network process; bottleneck problem; complex decision making; cybernetic model; data collection; questionnaire formatting; questionnaire survey; Adaptation model; Biological system modeling; Couplings; Cybernetics; Data models; Decision making; Machine learning; Analytic hierarchy Process; Analytic network process; Cybernetic model; Data collection; Knowledge reuse;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
DOI :
10.1109/ICMLC.2010.5580528