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Finally, we formulate a new optimization problem and propose a genetic multi-objective optimization (MOO) ap-proach in order to maximize robustness, i.e., the yield, and performance simultaneously.

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Machine Learning aided Crop Yield Optimization Chace Ashcraft, Kiran Karra Johns Hopkins University/Applied Physics Lab 7701 Montpelier Rd Laurel, Maryland 20723 [email protected]

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