METHODS AND SYSTEMS FOR AUTOMATICALLY TUNING WEIGHTS ASSOCIATED WITH BREEDING MODELS

Systems and methods for use in identifying weights to be employed in a selection algorithm associated with plant advancement are disclosed. One example method includes identifying a start set of weights for a selection algorithm associated with a breeding program, and for each scale parameter value...

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Bibliographic Details
Main Authors SCOTT, Adam David, ZHAN, Yiduo, HO, TingYu, SHUKLA, Aviral, ZHAO, Zihao, GORLA, Viveka
Format Patent
LanguageEnglish
Published 22.06.2023
Subjects
AGRICULTURE
ANIMAL HUSBANDRY
FISHING
FORESTRY
HUMAN NECESSITIES
HUNTING
NEW PLANTS OR PROCESSES FOR OBTAINING THEM
PLANT REPRODUCTION BY TISSUE CULTURE TECHNIQUES
TRAPPING
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Summary:Systems and methods for use in identifying weights to be employed in a selection algorithm associated with plant advancement are disclosed. One example method includes identifying a start set of weights for a selection algorithm associated with a breeding program, and for each scale parameter value in a schedule, and for each of N iterations, modifying the start set of weights based on the scale parameter value, identifying a set of germplasm based on at least the modified set of weights, advancing the modified set of weights to a next iteration as the start set of weights when certain criteria are satisfied, and identifying the modified set of weights as an output when the iteration is equal to
Bibliography:Application Number: AU20210391547