Book ChapterDOI
A machine-mind architecture and Z*-numbers for real-world comprehension
Romi Banerjee
- pp 805-842
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The article was published on 2016-01-01. It has received 8 citations till now. The article focuses on the topics: Comprehension & Architecture.read more
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Journal ArticleDOI
A computational model for the endogenous arousal of thoughts through Z*-numbers
Romi Banerjee,Sankar K. Pal +1 more
TL;DR: This article presents a model for the endogenous arousal of thoughts during empathetic, bespoke comprehension of the real-world, based on Minsky's Society of Mind, and aims to contribute to the development of autonomous artificial systems for man-machine symbiosis.
Journal ArticleDOI
Z-relation equation-based decision making
TL;DR: In this article, a Z-relation equation is formulated and some results on its solvability are given, which are a basis of solving decision problems starting from multicriteria evaluation till final ranking of alternatives.
Journal ArticleDOI
A Decade of the Z-Numbers
TL;DR: A review of the development in the theory and application of the Z-numbers since its inception in 2011 is presented in this paper , which covers the formalization of Z-number-based mathematical operators, the role of Znumbers in computing with words, decision-making, and trust modeling, application of Z numbers in real-world problems such as multisensor data fusion, dynamic controller design, safety analytics, and natural language understanding, and some potential areas of future investigation.
Journal ArticleDOI
Ranking of Z-Numbers Based on the Developed Golden Rule Representative Value
TL;DR: In this paper , the authors proposed a new golden rule representative value for fuzzy numbers, and then, applied it to the ranking of the Z-number, which greatly retains the original information of the z-number and can overcome the shortcomings of the existing methods.
Journal ArticleDOI
Eigensolutions of Partially Reliable Decision Preferences Described by Matrices of Z-Numbers
Rafik A. Aliev,Rafik A. Aliev,Witold Pedrycz,Witold Pedrycz,Witold Pedrycz,Oleg H. Huseynov,Rafig R. Aliyev +6 more
TL;DR: This study forms the concepts of Z-number valued eigenvalue and eigenvector for matrices components of which are Z-numbers and a formal statement of the problem and a solution method for computation ofZ- number valued eigensolutions are proposed.