Innovative Artistic Design of Nanomaterial Products Based on Intelligent Algorithm
At present, algorithm technology has achieved very rapid development, and it is more and more widely penetrated and applied in people’s production and life. Among them, product design based on intelligent algorithm has also been widely used. This technology plays an important role in promoting produ...
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| Published in | Journal of nanomaterials Vol. 2022; no. 1 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
New York
Hindawi
2022
John Wiley & Sons, Inc |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1687-4110 1687-4129 1687-4129 |
| DOI | 10.1155/2022/3019696 |
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| Abstract | At present, algorithm technology has achieved very rapid development, and it is more and more widely penetrated and applied in people’s production and life. Among them, product design based on intelligent algorithm has also been widely used. This technology plays an important role in promoting product innovation and design and contributes to the improvement and optimization of technology, showing very significant application benefits in the product design and development process of major enterprises. The application of intelligent algorithms in product design can not only make products more in line with customers’ usage habits, but also products blessed with intelligent algorithms often have more commercial value. Therefore, in order to enhance the added value of commodities, innovative design of products has become a must. Nanomaterials must have unique properties that are unmatched by general building materials, such as high surface activity, strong oxidation, and superparamagnetic. This article mainly studies design strategies from two aspects, namely the innovation of material properties and application methods, and introduces the properties of nanomaterials, their application status, and the existing problems. And it starts from the application of intelligent technology in nanomaterial products, innovative design, and development prospects, combined with actual cases, to find a feasible way for the development of innovative design and research of nanomaterial products. On this basis, it is proposed that the idea of expanding the design should reunderstand and reposition the product design of nanomaterials and make the design more acceptable to more consumers. New design ideas and methods such as adjusting material properties through intelligent algorithms provide certain assistance and support for the application of intelligent algorithms in product design innovation practice. Some completed application practices are also presented to illustrate the rationality of the application of intelligent algorithms in nanomaterial products. The results show that the crowd search algorithm has the highest optimization degree and has good stability and optimization effect, and its standard deviation is the lowest close to 0. |
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| AbstractList | At present, algorithm technology has achieved very rapid development, and it is more and more widely penetrated and applied in people’s production and life. Among them, product design based on intelligent algorithm has also been widely used. This technology plays an important role in promoting product innovation and design and contributes to the improvement and optimization of technology, showing very significant application benefits in the product design and development process of major enterprises. The application of intelligent algorithms in product design can not only make products more in line with customers’ usage habits, but also products blessed with intelligent algorithms often have more commercial value. Therefore, in order to enhance the added value of commodities, innovative design of products has become a must. Nanomaterials must have unique properties that are unmatched by general building materials, such as high surface activity, strong oxidation, and superparamagnetic. This article mainly studies design strategies from two aspects, namely the innovation of material properties and application methods, and introduces the properties of nanomaterials, their application status, and the existing problems. And it starts from the application of intelligent technology in nanomaterial products, innovative design, and development prospects, combined with actual cases, to find a feasible way for the development of innovative design and research of nanomaterial products. On this basis, it is proposed that the idea of expanding the design should reunderstand and reposition the product design of nanomaterials and make the design more acceptable to more consumers. New design ideas and methods such as adjusting material properties through intelligent algorithms provide certain assistance and support for the application of intelligent algorithms in product design innovation practice. Some completed application practices are also presented to illustrate the rationality of the application of intelligent algorithms in nanomaterial products. The results show that the crowd search algorithm has the highest optimization degree and has good stability and optimization effect, and its standard deviation is the lowest close to 0. |
| Author | Ruan, Yue Yao, Wenji |
| Author_xml | – sequence: 1 givenname: Wenji surname: Yao fullname: Yao, Wenji organization: College of ArtZhejiang Shuren UniversityHangzhou310015 ZhejiangChinazjsru.edu.cn – sequence: 2 givenname: Yue orcidid: 0000-0002-7794-4638 surname: Ruan fullname: Ruan, Yue organization: College of Information Science and TechnologyZhejiang Shuren UniversityHangzhou310015 ZhejiangChinazjsru.edu.cn |
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| Cites_doi | 10.1007/s40430-021-03080-8 10.1108/MD-04-2017-0404 10.1016/j.ijengsci.2021.103538 10.1111/poms.12880 10.1016/j.respol.2018.02.018 10.1109/TEMC.2017.2656896 10.1007/s10660-017-9279-2 10.1016/j.jwb.2018.02.007 10.1016/j.emj.2017.01.005 10.1039/C6TA10989F 10.1007/s12239-017-0007-7 10.1007/s10854-021-05422-7 10.54216/IJBES.040201 10.1177/0149206315594847 10.4067/S0718-27242017000300001 10.1109/TEM.2019.2893060 10.1111/roie.12387 10.1111/coep.12227 10.1016/j.procs.2021.02.079 10.1108/MD-05-2016-0315 10.1007/s13369-019-03935-2 10.1007/s10961-019-09715-2 10.1016/j.rie.2017.03.004 |
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| Copyright | Copyright © 2022 Wenji Yao and Yue Ruan. Copyright © 2022 Wenji Yao and Yue Ruan. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0 |
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| SubjectTerms | 21st century Algorithms Building materials Cellular telephones Construction materials Innovations Intellectual capital Intelligence Material properties Nanomaterials Optimization Oxidation Product design Product development R&D Research & development Search algorithms |
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| Title | Innovative Artistic Design of Nanomaterial Products Based on Intelligent Algorithm |
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