Development of a hybrid AHP and Dempster-Shafer theory of evidence for project risk assessment problem
نویسندگان
چکیده
In this paper, a new hybrid AHP and Dempster-Shafer Theory of Evidence is presented for solving the problem choosing best project among list available alternatives while uncertain risk factors are taken into account. The aim to minimize overall risks. For purpose, four groups factors, including Properties, Operational Technological, Financial, Strategic considered. Then using an L24 Taguchi method, several experiments with various dimensions have been designed solved by proposed algorithm. outcomes then analyzed Validating Index (VI), Reduced Risk Indicator (R.R.I%), Solving time. findings indicated that, compared classic AHP, results method were different in most cases due uncertainty factors. It was observed that could be safely used selecting problems real industries.
منابع مشابه
A Sensor-Based Scheme for Activity Recognition in Smart Homes using Dempster-Shafer Theory of Evidence
This paper proposes a scheme for activity recognition in sensor based smart homes using Dempster-Shafer theory of evidence. In this work, opinion owners and their belief masses are constructed from sensors and employed in a single-layered inference architecture. The belief masses are calculated using beta probability distribution function. The frames of opinion owners are derived automatically ...
متن کامل13 The Dempster - Shafer Theory of Evidence
The drawbacks of pure probabilistic methods and of the certainty factor model have led us in recent years to consider alternate approaches. Particularly appealing is the mathematical theory of evidence developed by Arthur Dempster. We are convinced it merits careful study and interpretation in the context of expert systems. This theory was first set forth by Dempster in the 1960s and subsequent...
متن کاملA Generalized Dempster-Shafer Evidence Theory
Dempster–Shafer evidence theory has been widely used in various fields of applications. Besides, it has been proven that the quantum theory has powerful capabilities of solving the decision making problems. However, due to the inconsistency of the expression, the classical Dempster–Shafer evidence theory modelled by real numbers can not be integrated directly with the quantum theory modelled by...
متن کاملCombination of Evidence in Dempster-Shafer Theory
Dempster-Shafer theory offers an alternative to traditional probabilistic theory for the mathematical representation of uncertainty. The significant innovation of this framework is that it allows for the allocation of a probability mass to sets or intervals. DempsterShafer theory does not require an assumption regarding the probability of the individual constituents of the set or interval. This...
متن کاملD numbers theory: a generalization of Dempster-Shafer evidence theory
Efficient modeling of uncertain information in real world is still an open issue. Dempster-Shafer evidence theory is one of the most commonly used methods. However, the Dempster-Shafer evidence theory has the assumption that the hypothesis in the framework of discernment is exclusive of each other. This condition can be violated in real applications, especially in linguistic decision making sin...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of project management
سال: 2022
ISSN: ['2371-8374', '2371-8366']
DOI: https://doi.org/10.5267/j.jpm.2021.10.003