Two-Sided Matching Model of Shared Manufacturing Resources considering Psychological Behavior of Agents
Sharing manufacturing is a new manufacturing mode based on sharing economy, which is one of the pillars of intelligent manufacturing. This paper proposes a two-sided matching model of shared manufacturing resources considering the psychological behavior of agents. We describe the definition of two-s...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Wiley
2021-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2021/7491913 |
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| _version_ | 1832557086060314624 |
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| author | Peng Liu Ying Zou |
| author_facet | Peng Liu Ying Zou |
| author_sort | Peng Liu |
| collection | DOAJ |
| description | Sharing manufacturing is a new manufacturing mode based on sharing economy, which is one of the pillars of intelligent manufacturing. This paper proposes a two-sided matching model of shared manufacturing resources considering the psychological behavior of agents. We describe the definition of two-sided matching and introduce the concept of the cloud model. The preference information of agents is transformed to values according to the cloud model. We combine prospect theory and grey relational analysis to calculate the prospect values. Furthermore, an optimization model which aims to maximize the overall satisfaction degree of matching agents is established. A numerical example for the matching of providers and demanders is provided to verify the feasibility and effectiveness of the model. |
| format | Article |
| id | doaj-art-3b932d519ef24e539a1d49a382c79578 |
| institution | Kabale University |
| issn | 1607-887X |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-3b932d519ef24e539a1d49a382c795782025-02-03T05:43:34ZengWileyDiscrete Dynamics in Nature and Society1607-887X2021-01-01202110.1155/2021/7491913Two-Sided Matching Model of Shared Manufacturing Resources considering Psychological Behavior of AgentsPeng Liu0Ying Zou1School of ManagementSchool of ManagementSharing manufacturing is a new manufacturing mode based on sharing economy, which is one of the pillars of intelligent manufacturing. This paper proposes a two-sided matching model of shared manufacturing resources considering the psychological behavior of agents. We describe the definition of two-sided matching and introduce the concept of the cloud model. The preference information of agents is transformed to values according to the cloud model. We combine prospect theory and grey relational analysis to calculate the prospect values. Furthermore, an optimization model which aims to maximize the overall satisfaction degree of matching agents is established. A numerical example for the matching of providers and demanders is provided to verify the feasibility and effectiveness of the model.http://dx.doi.org/10.1155/2021/7491913 |
| spellingShingle | Peng Liu Ying Zou Two-Sided Matching Model of Shared Manufacturing Resources considering Psychological Behavior of Agents Discrete Dynamics in Nature and Society |
| title | Two-Sided Matching Model of Shared Manufacturing Resources considering Psychological Behavior of Agents |
| title_full | Two-Sided Matching Model of Shared Manufacturing Resources considering Psychological Behavior of Agents |
| title_fullStr | Two-Sided Matching Model of Shared Manufacturing Resources considering Psychological Behavior of Agents |
| title_full_unstemmed | Two-Sided Matching Model of Shared Manufacturing Resources considering Psychological Behavior of Agents |
| title_short | Two-Sided Matching Model of Shared Manufacturing Resources considering Psychological Behavior of Agents |
| title_sort | two sided matching model of shared manufacturing resources considering psychological behavior of agents |
| url | http://dx.doi.org/10.1155/2021/7491913 |
| work_keys_str_mv | AT pengliu twosidedmatchingmodelofsharedmanufacturingresourcesconsideringpsychologicalbehaviorofagents AT yingzou twosidedmatchingmodelofsharedmanufacturingresourcesconsideringpsychologicalbehaviorofagents |