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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University of Belgrade
2013-01-01
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Online Access: | http://www.doiserbia.nb.rs/img/doi/0354-0243/2013/0354-02431300028M.pdf |
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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 |
_version_ |
1725415983750840320 |