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母猪精准饲喂系统、模型及其优化算法

Sow precision feeding system, model and optimization algorithm

  • 摘要: 饲喂系统已逐渐成为实现母猪精准饲养、提高生产性能、降低人工和饲料等成本的重要手段之一。文章较详细地介绍了现有主流母猪饲喂设备和系统、饲喂模型,系统综述了基于饲料配比的线性规划法、目标规划法、遗传算法和蚁群算法,以及基于饲喂量的专家系统和机器学习等精准饲喂模型优化算法,以期为母猪精准饲喂系统的提升和优化提供理论参考。

     

    Abstract: The sow feeding system has gradually become one of the important means to achieve precision feeding, improve sow production performance, and to reduce labor and feed costs. This paper systematically introduced the existing mainstream sow feeding equipment and systems, and feeding models. The linear programming method based on feed ratio, the target programming method, the genetic algorithm and the ant colony algorithm, as well as the expert system based on feed quantity and the machine learning algorithm of precision feeding model optimization were systematically reviewed, in order to provide theoretical reference for the improvement and optimization of sow precise feeding system.

     

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