Behavioral optimization models for multicriteria portfolio selection

In this paper, behavioral construct of suitability is used to develop a multicriteria decision making framework for portfolio selection. To achieve this purpose, we rely on multiple methodologies. Analytical hierarchy process technique is used to model the suitability considerations with a view t...

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Main Author: Mehlawat Mukesh Kumar
Format: Article
Language:English
Published: University of Belgrade 2013-01-01
Series:Yugoslav Journal of Operations Research
Subjects:
Online Access:http://www.doiserbia.nb.rs/img/doi/0354-0243/2013/0354-02431300028M.pdf
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spelling doaj-249ccf9ea25a4642ac76e2c57bc297302020-11-25T00:08:15ZengUniversity of BelgradeYugoslav Journal of Operations Research0354-02431820-743X2013-01-0123227929710.2298/YJOR130304028MBehavioral optimization models for multicriteria portfolio selectionMehlawat Mukesh KumarIn this paper, behavioral construct of suitability is used to develop a multicriteria decision making framework for portfolio selection. To achieve this purpose, we rely on multiple methodologies. Analytical hierarchy process technique is used to model the suitability considerations with a view to obtaining the suitability performance score in respect of each asset. A fuzzy multiple criteria decision making method is used to obtain the financial quality score of each asset based upon investor's rating on the financial criteria. Two optimization models are developed for optimal asset allocation considering simultaneously financial and suitability criteria. An empirical study is conducted on randomly selected assets from National Stock Exchange, Mumbai, India to demonstrate the effectiveness of the proposed methodology.http://www.doiserbia.nb.rs/img/doi/0354-0243/2013/0354-02431300028M.pdfportfolio selectionbehavioral optimization modelfuzzy multiple criteria decision makinganalytical hierarchy process
collection DOAJ
language English
format Article
sources DOAJ
author Mehlawat Mukesh Kumar
spellingShingle Mehlawat Mukesh Kumar
Behavioral optimization models for multicriteria portfolio selection
Yugoslav Journal of Operations Research
portfolio selection
behavioral optimization model
fuzzy multiple criteria decision making
analytical hierarchy process
author_facet Mehlawat Mukesh Kumar
author_sort Mehlawat Mukesh Kumar
title Behavioral optimization models for multicriteria portfolio selection
title_short Behavioral optimization models for multicriteria portfolio selection
title_full Behavioral optimization models for multicriteria portfolio selection
title_fullStr Behavioral optimization models for multicriteria portfolio selection
title_full_unstemmed Behavioral optimization models for multicriteria portfolio selection
title_sort behavioral optimization models for multicriteria portfolio selection
publisher University of Belgrade
series Yugoslav Journal of Operations Research
issn 0354-0243
1820-743X
publishDate 2013-01-01
description In this paper, behavioral construct of suitability is used to develop a multicriteria decision making framework for portfolio selection. To achieve this purpose, we rely on multiple methodologies. Analytical hierarchy process technique is used to model the suitability considerations with a view to obtaining the suitability performance score in respect of each asset. A fuzzy multiple criteria decision making method is used to obtain the financial quality score of each asset based upon investor's rating on the financial criteria. Two optimization models are developed for optimal asset allocation considering simultaneously financial and suitability criteria. An empirical study is conducted on randomly selected assets from National Stock Exchange, Mumbai, India to demonstrate the effectiveness of the proposed methodology.
topic portfolio selection
behavioral optimization model
fuzzy multiple criteria decision making
analytical hierarchy process
url http://www.doiserbia.nb.rs/img/doi/0354-0243/2013/0354-02431300028M.pdf
work_keys_str_mv AT mehlawatmukeshkumar behavioraloptimizationmodelsformulticriteriaportfolioselection
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