Interval-valued intuitionistic fuzzy multi-criteria model for design concept selection
This paper presents a new approach for design concept selection by using an integrated Fuzzy Analytical Hierarchy Process (FAHP) and an Interval-valued intuitionistic fuzzy modified TOP-SIS (IVIF-modified TOPSIS) model. The integrated model which uses the improved score func-tion and a weighted norm...
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| Format: | Article |
| Language: | English |
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Growing Science
2017
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| Online Access: | http://umpir.ump.edu.my/id/eprint/25362/1/Interval-valued%20intuitionistic%20fuzzy.pdf |
| _version_ | 1825812779513151488 |
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| author | Aikhuele, Daniel Osezua |
| author_facet | Aikhuele, Daniel Osezua |
| author_sort | Aikhuele, Daniel Osezua |
| collection | UMP |
| description | This paper presents a new approach for design concept selection by using an integrated Fuzzy Analytical Hierarchy Process (FAHP) and an Interval-valued intuitionistic fuzzy modified TOP-SIS (IVIF-modified TOPSIS) model. The integrated model which uses the improved score func-tion and a weighted normalized Euclidean distance method for the calculation of the separation measures of alternatives from the positive and negative intuitionistic ideal solutions provides a new approach for the computation of intuitionistic fuzzy ideal solutions. The results of the two approaches are integrated using a reflection defuzzification integration formula. To ensure the feasibility and the rationality of the integrated model, the method is successfully applied for evaluating and selecting some design related problems including a real-life case study for the selection of the best concept design for a new printed-circuit-board (PCB) and for a hypothetical example. The model which provides a novel alternative, has been compared with similar com-putational methods in the literature. |
| first_indexed | 2024-03-06T12:34:12Z |
| format | Article |
| id | UMPir25362 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:34:12Z |
| publishDate | 2017 |
| publisher | Growing Science |
| record_format | dspace |
| spelling | UMPir253622019-07-12T07:34:52Z http://umpir.ump.edu.my/id/eprint/25362/ Interval-valued intuitionistic fuzzy multi-criteria model for design concept selection Aikhuele, Daniel Osezua TS Manufactures This paper presents a new approach for design concept selection by using an integrated Fuzzy Analytical Hierarchy Process (FAHP) and an Interval-valued intuitionistic fuzzy modified TOP-SIS (IVIF-modified TOPSIS) model. The integrated model which uses the improved score func-tion and a weighted normalized Euclidean distance method for the calculation of the separation measures of alternatives from the positive and negative intuitionistic ideal solutions provides a new approach for the computation of intuitionistic fuzzy ideal solutions. The results of the two approaches are integrated using a reflection defuzzification integration formula. To ensure the feasibility and the rationality of the integrated model, the method is successfully applied for evaluating and selecting some design related problems including a real-life case study for the selection of the best concept design for a new printed-circuit-board (PCB) and for a hypothetical example. The model which provides a novel alternative, has been compared with similar com-putational methods in the literature. Growing Science 2017 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/25362/1/Interval-valued%20intuitionistic%20fuzzy.pdf Aikhuele, Daniel Osezua (2017) Interval-valued intuitionistic fuzzy multi-criteria model for design concept selection. Management Science Letters, 7 (9). pp. 457-466. ISSN 1923-9335 (Print); 1923-9343 (Online). (Published) http://dx.doi.org/10.5267/j.msl.2017.6.001 |
| spellingShingle | TS Manufactures Aikhuele, Daniel Osezua Interval-valued intuitionistic fuzzy multi-criteria model for design concept selection |
| title | Interval-valued intuitionistic fuzzy multi-criteria model for design concept selection |
| title_full | Interval-valued intuitionistic fuzzy multi-criteria model for design concept selection |
| title_fullStr | Interval-valued intuitionistic fuzzy multi-criteria model for design concept selection |
| title_full_unstemmed | Interval-valued intuitionistic fuzzy multi-criteria model for design concept selection |
| title_short | Interval-valued intuitionistic fuzzy multi-criteria model for design concept selection |
| title_sort | interval valued intuitionistic fuzzy multi criteria model for design concept selection |
| topic | TS Manufactures |
| url | http://umpir.ump.edu.my/id/eprint/25362/1/Interval-valued%20intuitionistic%20fuzzy.pdf |
| work_keys_str_mv | AT aikhueledanielosezua intervalvaluedintuitionisticfuzzymulticriteriamodelfordesignconceptselection |