Data-Driven Economic Analysis of Poultry Data Used in Complex Long-Term Egg Production Systems Combining Simulation and Machine Learning

Author:

Gaku Rie1,Luangkesorn Louis2,Saito Hiroshi3,Takakuwa Soemon4

Affiliation:

1. School of Business Administration Momoyama Gakuin University,Osaka,JAPAN,594–1198

2. Highmark Health,Pittsburgh,USA,15222-3099

3. Ainan Sangyo Ltd.,Aichi,Japan,470-2412

4. Nagoya University,Nagoya,Japan,464-8601

Funder

Japan Society for the Promotion of Science (JSPS)

Publisher

IEEE

Reference12 articles.

1. Data Utilization Areas for Operations Management of Business in Industry 4.0;gaku;Journal of the Japan Society of Logistics Systems,2020

2. Stochastic Model of Egg Production in Broiler Breeders

3. Review: Towards the agroecological management of ruminants, pigs and poultry through the development of sustainable breeding programmes. II. Breeding strategies

4. Using Simulation and Machine Learning to Innovate Long-term Production and Operational Planning;gaku;Proceedings of the 2021 Winter Simulation Conference,2021

5. Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions

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