Aplikasi Warehouse Inventory Picking Order pada PT. XYZ Menggunakan Symbiotic Organism Search Algorithm

Authors

  • Adelyn Thungriallu Program Studi Informatika
  • Andreas Handojo Program Studi Informatika
  • Tanti Octavia Program Studi Teknik Industri

Keywords:

Komunikasi persuasif, Strategi komunikasi persuasif, Asuransi, Prudential Indonesia

Abstract

Warehouse Inventory Picking Order is the process of taking or placing goods in the warehouse according to the demand list. This is an important process in a company, for example PT. XYZ, because it involves operational costs and can affect the customer satisfaction. Efficiency is needed, especially in the speed and accuracy of picking up or placing products in the warehouse. If the picking order process is efficient, the operational costs and  time required will be more efficient too.

Unfortunately, this process is often done manually and becomes inefficient due to long and repetitive processes. To answer this problem, a web-based application was designed to determine the route for picking and placing products to minimize the travel distance by using the Discrete Symbiotic Organism Search Algorithm (SOS Algorithm) for discrete data. The final result is that the routing problem can be solved using SOS Algorithm for discrete data with an average distance reduction rate of 38.49% for 25 data.

References

[1] Cheng, M. Y, Prayogo, D. 2014. Symbiotic organism search: A new metaheuristic optimization. Computers and Structures.

[2] Eki R., Yu V. F., Budi S., Redi A. A. N. P. 2015. Symbiotic Organism Search (SOS) for Solving the Capacitated Vehicle Routing Problem. World Academy of Science, Engineering and Technology International Journal of Industrial and Manufacturing Engineering Vol:9, No:5

[3] Ezugwu A. E. S, Adewumi A. O. 2017. Discrete Symbiotic Organisms Search Algorithm for Travelling Salesman Problem

[4] Ezugwu A. E. S, Adewumi A. O, Frîncu M. E. 2017. Simulated annealing based symbiotic organisms search optimization algorithm for traveling salesman problem

[5] Glynn F. 2020, February 4. The ultimate guide to warehouse order picking. Retrieved from https://6river.com/warehouse-order-picking-guide/

[6] Hayati E. N., Adhi A., Liana L., Evitriani, Sari R. M. 2019. Metaheuristics untuk Menyelesaikan Permasalahan Vehicle Routing Problem : Partial Comparison Optimization. Jurnal DINAMIKA TEKNIK, Vol .XII, No. 1

[7] Murray M. 2019, November 30. Order Picking in The Warehouse. Retrieved from https://www.thebalancesmb.com/order-picking-in-the-warehouse-2221190

[8] Toofani A. 2012. Solving Routing Problem using Particle Swarm Optimization. International Journal of Computer Applications (0975 – 8887) Volume 52– No.18

[9] What Are the Different Types of Order Picking Methods in the Warehouse. 2018, April 5. Retrieved from https://www.apsfulfillment.com/warehousing-solutions/what-are-different-types-order-picking-methods-warehouse/

Downloads

Published

2021-04-10

Issue

Section

Articles