Real-world information is imperfect and is usually described in natural language (NL).
Moreover, this information is often partially reliable and a degree of reliability is also …

Reliability of information can directly affect the accuracy of decision-making. Compared with
classical fuzzy sets, Z-number takes into account the uncertainty in information generation …

In recent years, several different linguistic computational models for dealing with linguistic
information in processes of computing with words have been proposed. However, until now …

We study stochastic multi-criteria decision-aiding problems with possibilistic and
probabilistic restriction information in the form of a discrete Z-number, which is regarded as …

Linear programming (LP) is the operations research technique frequently used in the fields
of science, economics, business, management science, and engineering. Although it is …

A wide class of problems in science and engineering requires mathematical formalization.
One of the important aspects in this regard is that we should account for various types of …

Real-world problems in decision analysis, economics, optimization and other fields are
characterized by fuzzy and partially reliable information. In this regard, Prof. Zadeh …

The management of hesitant fuzzy information is a topic of special interest in fuzzy decision
making. In this paper, we focus on the use and properties of the fuzzy linguistic modelling …

The majority of the existing decision theories, starting from von Neumann and Morgenstern
Expected Utility theory, are based on sound mathematical background and yielded good …

Real‐world decision relevant information is often partially reliable. The reasons are partial
reliability of the source of information, misperceptions, psychological biases, incompetence …