Ethnic music heritage in college piano teaching based on adaptive differential evolutionary algorithm
This paper uses an adaptive differential evolution algorithm to handle multiple conflicting optimization objectives by randomly generating uniformly distributed values corresponding to the upper and lower bounds so that the variance vectors are crossed over. A diversity metric measures the degree of...
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| Format: | Article |
| Language: | English |
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Sciendo
2024-01-01
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| Series: | Applied Mathematics and Nonlinear Sciences |
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| Online Access: | https://doi.org/10.2478/amns.2023.2.00735 |
| _version_ | 1797340700247851008 |
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| author | Shi Shanshan |
| author_facet | Shi Shanshan |
| author_sort | Shi Shanshan |
| collection | DOAJ |
| description | This paper uses an adaptive differential evolution algorithm to handle multiple conflicting optimization objectives by randomly generating uniformly distributed values corresponding to the upper and lower bounds so that the variance vectors are crossed over. A diversity metric measures the degree of uniformity of distribution between solutions, using a pre-given interval of static variables and introducing a special differential mutation pattern for iteration. The highest value of the adaptive differential evolution algorithm piano performance time was 13.5 s, and the highest value of the teaching quality situation was 0.864. With the adaptive differential evolution algorithm, the piano teaching content can be enhanced, students' interest in folk music can be nurtured, and folk music can be inherited and promoted. |
| first_indexed | 2024-03-08T10:07:01Z |
| format | Article |
| id | doaj.art-a5515aa31c8249b4b1a265f25897a6c6 |
| institution | Directory Open Access Journal |
| issn | 2444-8656 |
| language | English |
| last_indexed | 2024-03-08T10:07:01Z |
| publishDate | 2024-01-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Applied Mathematics and Nonlinear Sciences |
| spelling | doaj.art-a5515aa31c8249b4b1a265f25897a6c62024-01-29T08:52:35ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562024-01-019110.2478/amns.2023.2.00735Ethnic music heritage in college piano teaching based on adaptive differential evolutionary algorithmShi Shanshan01Conservatory of Music, Philippine Women’s University, Manila, 1004, Philippines.This paper uses an adaptive differential evolution algorithm to handle multiple conflicting optimization objectives by randomly generating uniformly distributed values corresponding to the upper and lower bounds so that the variance vectors are crossed over. A diversity metric measures the degree of uniformity of distribution between solutions, using a pre-given interval of static variables and introducing a special differential mutation pattern for iteration. The highest value of the adaptive differential evolution algorithm piano performance time was 13.5 s, and the highest value of the teaching quality situation was 0.864. With the adaptive differential evolution algorithm, the piano teaching content can be enhanced, students' interest in folk music can be nurtured, and folk music can be inherited and promoted.https://doi.org/10.2478/amns.2023.2.00735adaptive differencingvariance vectorpiano teachingethnic music heritagediversity index97m80 |
| spellingShingle | Shi Shanshan Ethnic music heritage in college piano teaching based on adaptive differential evolutionary algorithm Applied Mathematics and Nonlinear Sciences adaptive differencing variance vector piano teaching ethnic music heritage diversity index 97m80 |
| title | Ethnic music heritage in college piano teaching based on adaptive differential evolutionary algorithm |
| title_full | Ethnic music heritage in college piano teaching based on adaptive differential evolutionary algorithm |
| title_fullStr | Ethnic music heritage in college piano teaching based on adaptive differential evolutionary algorithm |
| title_full_unstemmed | Ethnic music heritage in college piano teaching based on adaptive differential evolutionary algorithm |
| title_short | Ethnic music heritage in college piano teaching based on adaptive differential evolutionary algorithm |
| title_sort | ethnic music heritage in college piano teaching based on adaptive differential evolutionary algorithm |
| topic | adaptive differencing variance vector piano teaching ethnic music heritage diversity index 97m80 |
| url | https://doi.org/10.2478/amns.2023.2.00735 |
| work_keys_str_mv | AT shishanshan ethnicmusicheritageincollegepianoteachingbasedonadaptivedifferentialevolutionaryalgorithm |