Neutrosophic Prevalence Field and Multipolar Dominance: A New Mathematical Model for Decision-Making in Mobile Robot Operational Efficiency Based on Industrial Internet
Mobile robots in industrial environments must make fast and accurate decisions, even when data is incomplete, uncertain, or contradictory. This paper introduces a new mathematical model that combines two original ideas: the Neutrosophic Prevalence Field (NPF) and Multipolar Neutrosophic Dominance. T...
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| Format: | Article |
| Language: | English |
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University of New Mexico
2025-07-01
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| Series: | Neutrosophic Sets and Systems |
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| Online Access: | https://fs.unm.edu/NSS/31NeutrosophicPrevalence.pdf |
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| _version_ | 1849340668045950976 |
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| author | Dingqun Zhang |
| author_facet | Dingqun Zhang |
| author_sort | Dingqun Zhang |
| collection | DOAJ |
| description | Mobile robots in industrial environments must make fast and accurate decisions, even when data is incomplete, uncertain, or contradictory. This paper introduces a new mathematical model that combines two original ideas: the Neutrosophic Prevalence Field (NPF) and Multipolar Neutrosophic Dominance. The model allows a robot to evaluate possible actions based on truth, uncertainty, and falsehood levels, while also considering how strong or dominant each action is. It also accounts for different goals or influences (called "poles") that may compete during decision-making. We define all components mathematically, present the full decision equation, and explain how the model can help robots make better decisions in complex industrial systems. Several numerical examples are included to show how the method works in practice. |
| format | Article |
| id | doaj-art-48e5cf3dac854facb453f7886216358a |
| institution | Kabale University |
| issn | 2331-6055 2331-608X |
| language | English |
| publishDate | 2025-07-01 |
| publisher | University of New Mexico |
| record_format | Article |
| series | Neutrosophic Sets and Systems |
| spelling | doaj-art-48e5cf3dac854facb453f7886216358a2025-08-20T03:43:51ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2025-07-018847248510.5281/zenodo.15825568Neutrosophic Prevalence Field and Multipolar Dominance: A New Mathematical Model for Decision-Making in Mobile Robot Operational Efficiency Based on Industrial InternetDingqun ZhangMobile robots in industrial environments must make fast and accurate decisions, even when data is incomplete, uncertain, or contradictory. This paper introduces a new mathematical model that combines two original ideas: the Neutrosophic Prevalence Field (NPF) and Multipolar Neutrosophic Dominance. The model allows a robot to evaluate possible actions based on truth, uncertainty, and falsehood levels, while also considering how strong or dominant each action is. It also accounts for different goals or influences (called "poles") that may compete during decision-making. We define all components mathematically, present the full decision equation, and explain how the model can help robots make better decisions in complex industrial systems. Several numerical examples are included to show how the method works in practice. https://fs.unm.edu/NSS/31NeutrosophicPrevalence.pdfneutrosophic logicmobile robotdecision-makingprevalence fieldmultipolar dominanceindustrial systemsuncertainty |
| spellingShingle | Dingqun Zhang Neutrosophic Prevalence Field and Multipolar Dominance: A New Mathematical Model for Decision-Making in Mobile Robot Operational Efficiency Based on Industrial Internet Neutrosophic Sets and Systems neutrosophic logic mobile robot decision-making prevalence field multipolar dominance industrial systems uncertainty |
| title | Neutrosophic Prevalence Field and Multipolar Dominance: A New Mathematical Model for Decision-Making in Mobile Robot Operational Efficiency Based on Industrial Internet |
| title_full | Neutrosophic Prevalence Field and Multipolar Dominance: A New Mathematical Model for Decision-Making in Mobile Robot Operational Efficiency Based on Industrial Internet |
| title_fullStr | Neutrosophic Prevalence Field and Multipolar Dominance: A New Mathematical Model for Decision-Making in Mobile Robot Operational Efficiency Based on Industrial Internet |
| title_full_unstemmed | Neutrosophic Prevalence Field and Multipolar Dominance: A New Mathematical Model for Decision-Making in Mobile Robot Operational Efficiency Based on Industrial Internet |
| title_short | Neutrosophic Prevalence Field and Multipolar Dominance: A New Mathematical Model for Decision-Making in Mobile Robot Operational Efficiency Based on Industrial Internet |
| title_sort | neutrosophic prevalence field and multipolar dominance a new mathematical model for decision making in mobile robot operational efficiency based on industrial internet |
| topic | neutrosophic logic mobile robot decision-making prevalence field multipolar dominance industrial systems uncertainty |
| url | https://fs.unm.edu/NSS/31NeutrosophicPrevalence.pdf |
| work_keys_str_mv | AT dingqunzhang neutrosophicprevalencefieldandmultipolardominanceanewmathematicalmodelfordecisionmakinginmobilerobotoperationalefficiencybasedonindustrialinternet |