돌연변이 개미 군집화 알고리즘을 이용한 스마트 물류 창고의 다중 주문 처리 시스템

Muti-Order Processing System for Smart Warehouse Using Mutant Ant Colony Optimization

초록

Recently, in the problem of multi-order processing in logistics warehouses, multi-pickup systems are changing from the form in which workers walk around the warehouse to the form in which goods come to workers. These changes are shortening the time to process multiple orders and increasing production. This study considered the sequence problem of which warehouse the items to be loaded on each truck come first and which items to be loaded first when loading multiple pallet-unit goods on multiple trucks in an industrial smart logistics automation warehouse. To solve this problem efficiently, we use the mutant algorithm, which combines the GA algorithm and ACO algorithm, and compare with original system

키워드

Mutant ACO; ACO algorithm; Multiple Order; Smart Warehouse; Automated Warehouse; Heuristic Algorithm
제목
돌연변이 개미 군집화 알고리즘을 이용한 스마트 물류 창고의 다중 주문 처리 시스템
제목 (타언어)
Muti-Order Processing System for Smart Warehouse Using Mutant Ant Colony Optimization
저자
이종환; 김창현; 김근태; 김여진
발행일
2023-09
저널명
반도체디스플레이기술학회지
권
22
호
3
페이지
36 ~ 40