https://scholars.lib.ntu.edu.tw/handle/123456789/630673
Title: | The application of genetic programming in milk yield prediction for dairy cows | Authors: | Chiu, Chaochang JIH-TAY HSU Lin, Chih Yung |
Keywords: | Dynamic mutation; Genetic programming; Milk yield prediction | Issue Date: | 1-Jan-2001 | Journal Volume: | 2005 | Source: | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Abstract: | Milk yield forecasting can help dairy farmers to deal with the continuously changing condition all year round and to reduce the unnecessary overheads. Several variables (somatic cell count, pariety, day in milk, milk protein content, milk fat content, season) related to milk yield are collected as the parameters of the forecasting model. The use of an improved Genetic Programming (GP) technique with dynamic learning operators is proposed and achieved with acceptable prediction results. |
URI: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-84957831641&doi=10.1007%2f3-540-45554-X_75&partnerID=40&md5=856b3ffc3fdd572f3def22c291a5bb2e https://scholars.lib.ntu.edu.tw/handle/123456789/630673 |
ISBN: | 3540430741 | ISSN: | 03029743 | DOI: | 10.1007/3-540-45554-X_75 |
Appears in Collections: | 動物科學技術學系 |
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