Methods And Systems For Identifying Hybrids For Use In Plant Breeding

Patent №

US 11,627,710

Granted

2023-04-18

Filed 2018

Owner

MONSANTO TECHNOLOGY LLC

Lab

AI components

4

ml · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16213677

Exemplary methods for identifying hybrids for use in a plant breeding pipeline are disclosed. One exemplary computer-implemented method includes accessing a data structure including data representative of a pool of hybrids and determining a prediction score for at least a portion of the hybrids included in the pool based on the data included in the data structure. The prediction score is indicative of a probability of selection and/or a probability of success of the hybrid based on historical data. The method further includes selecting a group of hybrids from the pool based on the prediction score, identifying a set of hybrids, from the group of hybrids, based on an expected performance of the set of hybrids and/or one or more factors associated with the hybrids and/or lines making up the hybrids, and also directing the set of hybrids to a further iteration or different phase in the breeding pipeline.

Machine learningKnowledge representationEvolutionary computationAI hardwareC12Q 1/6895A01H 1/04C12Q 1/6827G16B 5/00G16B 20/00G16B 40/00G16B 40/20G16B 40/30+3 more

AI classification

Evolutionary computation1.00
Machine learning0.99
Knowledge representation0.96
AI hardware0.84
Natural language0.05
Planning0.00
Vision0.00
Speech0.00

Ownership

MONSANTO TECHNOLOGY LLC

assignment · 501310751

Assignors

CHAVALI, SRINIVAS PHANI KUMAR, DASGUPTA, SAMBARTA, JADALIHA, MAHDI, POLAVARAPU, NALINI, WANG, ZI

On an employer assignment, the assignors are typically the inventors.

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