Effective decision making in changeable spaces, covering and discovering processes: a habitual domain approach

This chapter proposes a model of covering and discovering processes for solving non-trivial decision making problems in changeable spaces, which encompass most of the decision making problems that a person or a group of people encounter at individual,family,organization and society levels.The propos...

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Main Authors:	Larbani, Moussa, Yu, Po-Lung
Other Authors:	Guo, Peijun
Format:	Article
Language:	English English
Published:	Springer Berlin Heidelberg 2014
Subjects:	HB131 Methodology.Mathematical economics. Quantitative methods
Online Access:	http://irep.iium.edu.my/41677/ http://irep.iium.edu.my/41677/ http://irep.iium.edu.my/41677/ http://irep.iium.edu.my/41677/1/41677_Effective%20decision%20making_complete.pdf http://irep.iium.edu.my/41677/2/41677_Effective%20decision%20making_scopus.pdf

id	iium-41677
recordtype	eprints
spelling	iium-416772017-09-19T05:38:53Z http://irep.iium.edu.my/41677/ Effective decision making in changeable spaces, covering and discovering processes: a habitual domain approach Larbani, Moussa Yu, Po-Lung HB131 Methodology.Mathematical economics. Quantitative methods This chapter proposes a model of covering and discovering processes for solving non-trivial decision making problems in changeable spaces, which encompass most of the decision making problems that a person or a group of people encounter at individual,family,organization and society levels.The proposed framework fully incorporates two important aspects of the real-decision making process that are not fully considered in most of the traditional decision theories: the cognitive aspect and the psychological states of the decision makers and their dynamics. Moreover, the proposed model does not assume that the set of alternatives, criteria, outcomes, preferences, etc. are ﬁxed or depend on some probabilistic and/or fuzzy parameter with known probability distribution and/or membership function. The model allows the creation of new ideas and restructuring of the decision parameters to solve problems. Therefore, it is called decision making/optimization in changeable spaces(DM/OCS).DM/OCS is based on Habitual Domain theory,the decision parameters,the concept of competence set and the mental operators 7-8-9 principles of deep knowledge. Some illustrative examples of challenging problems that cannot be solved by traditional decision making/optimization techniques are formulated as DM/OCS problems and solved. Finally, some directions of research are provided in conclusion. Springer Berlin Heidelberg Guo, Peijun Pedrycz, Witold 2014 Article PeerReviewed application/pdf en http://irep.iium.edu.my/41677/1/41677_Effective%20decision%20making_complete.pdf application/pdf en http://irep.iium.edu.my/41677/2/41677_Effective%20decision%20making_scopus.pdf Larbani, Moussa and Yu, Po-Lung (2014) Effective decision making in changeable spaces, covering and discovering processes: a habitual domain approach. Studies in Computational Intelligence, 502. pp. 131-161. ISSN 1860-949X E-ISSN 1860-9503 https://link.springer.com/chapter/10.1007%2F978-3-642-39307-5_7 10.1007/978-3-642-39307-5_7
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	HB131 Methodology.Mathematical economics. Quantitative methods
spellingShingle	HB131 Methodology.Mathematical economics. Quantitative methods Larbani, Moussa Yu, Po-Lung Effective decision making in changeable spaces, covering and discovering processes: a habitual domain approach
description	This chapter proposes a model of covering and discovering processes for solving non-trivial decision making problems in changeable spaces, which encompass most of the decision making problems that a person or a group of people encounter at individual,family,organization and society levels.The proposed framework fully incorporates two important aspects of the real-decision making process that are not fully considered in most of the traditional decision theories: the cognitive aspect and the psychological states of the decision makers and their dynamics. Moreover, the proposed model does not assume that the set of alternatives, criteria, outcomes, preferences, etc. are ﬁxed or depend on some probabilistic and/or fuzzy parameter with known probability distribution and/or membership function. The model allows the creation of new ideas and restructuring of the decision parameters to solve problems. Therefore, it is called decision making/optimization in changeable spaces(DM/OCS).DM/OCS is based on Habitual Domain theory,the decision parameters,the concept of competence set and the mental operators 7-8-9 principles of deep knowledge. Some illustrative examples of challenging problems that cannot be solved by traditional decision making/optimization techniques are formulated as DM/OCS problems and solved. Finally, some directions of research are provided in conclusion.
author2	Guo, Peijun
author_facet	Guo, Peijun Larbani, Moussa Yu, Po-Lung
format	Article
author	Larbani, Moussa Yu, Po-Lung
author_sort	Larbani, Moussa
title	Effective decision making in changeable spaces, covering and discovering processes: a habitual domain approach
title_short	Effective decision making in changeable spaces, covering and discovering processes: a habitual domain approach
title_full	Effective decision making in changeable spaces, covering and discovering processes: a habitual domain approach
title_fullStr	Effective decision making in changeable spaces, covering and discovering processes: a habitual domain approach
title_full_unstemmed	Effective decision making in changeable spaces, covering and discovering processes: a habitual domain approach
title_sort	effective decision making in changeable spaces, covering and discovering processes: a habitual domain approach
publisher	Springer Berlin Heidelberg
publishDate	2014
url	http://irep.iium.edu.my/41677/ http://irep.iium.edu.my/41677/ http://irep.iium.edu.my/41677/ http://irep.iium.edu.my/41677/1/41677_Effective%20decision%20making_complete.pdf http://irep.iium.edu.my/41677/2/41677_Effective%20decision%20making_scopus.pdf
first_indexed	2023-09-18T20:59:36Z
last_indexed	2023-09-18T20:59:36Z
_version_	1777410534989103104

Effective decision making in changeable spaces, covering and discovering processes: a habitual domain approach

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