From recent studies, the concept of “monotone expectation” (ME) Interactive Multi-Attribute Decision Making (MADM) is well known, which was developed for case different fuzzy sets. This article develops such statistical parameters as variance, k-order moment and covariance. We investigate problem definition some parameters, when uncertainty represented by a monotone measure—a measure—instead an...

Abstract This paper aims to establish the notion of Hamming distance under possible environment and propose a multi-attribute decision-making (MADM) strategy based on grey relational analysis (GRA) Possibility environment. study identified most critical parameter or factors affected by climate change, urbanization, machine failures. Furthermore, we validate proposed MADM solving real-world nume...

The Linear Programming Technique for Multidimensional Analysis of Preference (LINMAP) developed by Srinivasan and Shocker [V. Srinivasan, A.D. Shocker, Linear programming techniques for multidimensional analysis of preference, Psychometrika 38 (1973) 337–342] is one of the existing well-known methods for multiattribute decision making (MADM) problems. However, the LINMAP only can deal with MADM...

Selection of an appropriate Multiple Attribute Decision Making (MADM) method for providing a solution to given MADM problem is always challenging endeavour. The challenge even greater situations where specific there exist multiple methods with similar degree suitability. Technique Order Preference by Similarity Ideal Solution (TOPSIS) and its dominant variant the Modified TOPSIS are two very ap...

Implementation of an ecosystem approach to natural resource management requires evaluation of a broad array of ecological services in a multidimensional, community-based watershed approach that empowers people to make informed management decisions. Conventional economic approaches that assign values to ecological services (contingent valuation) or that evaluate the efficiency of preserving and ...

The main purpose of this planned manuscript is to establish an algorithm for the solution multiattribute decision-making (MADM) issues, where experts utilizing linguistic variables provide information about attributes in form picture hesitant fuzzy numbers. So, these kinds we develop TOPSIS under environment using variables, which plays a vital role practical applications, notably MADM decision...