An introduction to automatic differentiation
This thesis is an exposition of the article "Arithmetic of Differentiation" by L.B Rall. It gives a comprehensive account of automatic differentiation. Automatic differentiation is a technique where it is possible to solve for derivatives without the use of its definition or various formul...
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oai:animorepository.dlsu.edu.ph:etd_bachelors-177432022-01-26T02:27:05Z An introduction to automatic differentiation Co, Nathalyn Rose Tan, Karen Kaye This thesis is an exposition of the article "Arithmetic of Differentiation" by L.B Rall. It gives a comprehensive account of automatic differentiation. Automatic differentiation is a technique where it is possible to solve for derivatives without the use of its definition or various formulas. Rather, it offers an alternative option of solving for derivatives by simple arithmetic. Using this, one can solve for both the value of the function and its corresponding derivative evaluated at a given value. All of the formulas stated in this thesis are given in the article. The researchers provided the complete proofs and concrete examples for properties that were described by the author. 2002-01-01T08:00:00Z text https://animorepository.dlsu.edu.ph/etd_bachelors/17230 Bachelor's Theses English Animo Repository |
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De La Salle University |
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De La Salle University Library |
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English |
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This thesis is an exposition of the article "Arithmetic of Differentiation" by L.B Rall. It gives a comprehensive account of automatic differentiation. Automatic differentiation is a technique where it is possible to solve for derivatives without the use of its definition or various formulas. Rather, it offers an alternative option of solving for derivatives by simple arithmetic. Using this, one can solve for both the value of the function and its corresponding derivative evaluated at a given value.
All of the formulas stated in this thesis are given in the article. The researchers provided the complete proofs and concrete examples for properties that were described by the author. |
| format |
text |
| author |
Co, Nathalyn Rose Tan, Karen Kaye |
| spellingShingle |
Co, Nathalyn Rose Tan, Karen Kaye An introduction to automatic differentiation |
| author_facet |
Co, Nathalyn Rose Tan, Karen Kaye |
| author_sort |
Co, Nathalyn Rose |
| title |
An introduction to automatic differentiation |
| title_short |
An introduction to automatic differentiation |
| title_full |
An introduction to automatic differentiation |
| title_fullStr |
An introduction to automatic differentiation |
| title_full_unstemmed |
An introduction to automatic differentiation |
| title_sort |
introduction to automatic differentiation |
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Animo Repository |
| publishDate |
2002 |
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https://animorepository.dlsu.edu.ph/etd_bachelors/17230 |
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1772835237881970688 |