2025/12/17
Isa Nakhai Kamalabadi

Isa Nakhai Kamalabadi

Academic rank: Professor
ORCID:
Education: PhD.
H-Index:
Faculty: Faculty of Engineering
ScholarId:
E-mail: nakhai.isa [at] gmail.com
ScopusId: View
Phone: 0988733666807
ResearchGate:

Research

Title
A Modified Algorithm to Find a Representative Capacity with Evenness Consideration for Non-additive Robust Ordinal Regression
Type
Presentation
Keywords
Choquet integral, evenness of capacity, necessary preference relation, non-additive robust ordinal regression, possible preference relation
Year
2011
Researchers roghaye hemmatjou ، Nasim Nahavandi ، behzad moshiri ، Isa Nakhai Kamalabadi

Abstract

Non-additive robust ordinal regression (NAROR), uses primary preferences of decision maker (DM) to define the necessary preference relations (NPR) and possible preference relations (PPR) on alternatives when all compatible fuzzy measures are taken into account and aggregation function is Choquet integral (CI). The question arises as how these NPRs and PPRs can be used in capacity definition problem? This article proposes an algorithm which uses these relations in finding a capacity that is representative to DM and has also evenness property to some extent. The methods based on maximizing evenness leads to results that are not fully representative to DM, so this article improves this drawback by focusing on representativeness of capacity and taking into account capacity evenness by means of decision rules defined in algorithm.