| dc.description.abstract | PT Mutiara Mukti Farma is a company engaged in the pharmaceutical industry
that produces 49 types of drugs. PT. Mutiara Mukti Farma has several problems
that occur in the product warehouse such as the absence of good planning in the
layout of product placement in the warehouse, which results in some products with
a high frequency of ordering and demand not being placed on the shelves closest to
the product delivery area, this causes the product transfer distance for products
with a high frequency of ordering and the number of requests requires a long
distance and longer product transfer time, then the number of some products placed
in the reception room due to the full capacity of the shelves in the product warehouse
of PT. Mutiara Mukti Farma, so that workers must first move the products in the
reception room to prevent overloading the product reception room. Mutiara Mukti
Farma, so workers must first move the products in the reception room to prevent
overcapacity in the product reception room, the calculation of product transfer
distance in the actual product placement layout obtained a total product transfer
distance of 50.325 meters with product transfer time for 6.656 hours and material
handling costs Rp. 2,524,302. The next problem is the poor management of product
storage shelves, the company determines that each type of product is given 2 rows
of shelves per product, so that products with more capacity requirements get the
same capacity as products with a small amount of capacity requirements. The
purpose of this research is to reduce the distance of moving products in the product
warehouse to the product delivery area to reduce material handling costs and
increase speed in handling products in the warehouse. The methods used are KMeans
Clustering Algorithm and FP-Growth Algorithm. From the calculation
results, it is obtained that the product transfer distance in the proposed K-Means
Clustering Algorithm product placement layout is 40,755 meters with a product
transfer time of 5,390 hours and a material handling cost of Rp. 2,004,331 and an
efficiency value of 19.01%, and in the proposed FP-Growth Algorithm product
placement layout of 37,669 meters with a product transfer time of 5,011 hours and
a material handling cost of Rp. 1,850,633 so that the proposed product placement
layout using the FP-Growth Algorithm method with an efficiency value of 25.1% is
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