论文标题

使用蚂蚁启发的方法将肥料从牲畜农场转移到农田作为肥料

Transfer of Manure from Livestock Farms to Crop Fields as Fertilizer using an Ant Inspired Approach

论文作者

Kamilaris, Andreas, Engelbrecht, Andries, Pitsillides, Andreas, Prenafeta-Boldu, Francesc X.

论文摘要

通过产生大量的动物排泄物,强化的牲畜产量可能会产生负面影响,如果无法正确管理,则可能会污染附近的水体,过量过量。但是,如果将动物肥料出口到遥远的作物场,用作有机肥料,则可以减轻污染。这是一个单一目标优化问题,是在为通过牲畜肥料满足营养作物需求的物流过程找到最佳解决方案。本文提出了一种动态方法来解决该问题的动态方法,该方法是基于分散的自然风格的合作技术,灵感来自蚂蚁(AIA)的觅食行为。结果为决策者提供了重要的见解,即将动物肥料用作作物领域的肥料的潜力,而AIA则以公平的方式有效地解决了该问题,并且在每个牲畜农民需要覆盖的平均交通距离方面都可以很好地平衡。我们的工作构成了分散的AIA在这个有趣的现实世界中的首次应用,在这个群体智能方法仍未探索的领域中。

Intensive livestock production might have a negative environmental impact, by producing large amounts of animal excrements, which, if not properly managed, can contaminate nearby water bodies with nutrient excess. However, if animal manure is exported to distant crop fields, to be used as organic fertilizer, pollution can be mitigated. It is a single-objective optimization problem, in regards to finding the best solution for the logistics process of satisfying nutrient crops needs by means of livestock manure. This paper proposes a dynamic approach to solve the problem, based on a decentralized nature-inspired cooperative technique, inspired by the foraging behavior of ants (AIA). Results provide important insights for policy-makers over the potential of using animal manure as fertilizer for crop fields, while AIA solves the problem effectively, in a fair way to the farmers and well balanced in terms of average transportation distances that need to be covered by each livestock farmer. Our work constitutes the first application of a decentralized AIA to this interesting real-world problem, in a domain where swarm intelligence methods are still under-exploited.

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