双机器人系统中的托盘定位与作业调度

Pallet location and job scheduling in a Twin-Robot system

Computers and Operations Research · 2022
被引 3
ABS 3

中文导读

研究双机器人系统中托盘分配与作业调度问题,目标是最小化总完工时间,提出四种启发式算法,其中并行混合元启发式效果最佳。

Abstract

This paper introduces the Twin-Robot Pallet Assignment and Scheduling Problem (TRPASP) in which two robots operating on a rail must be scheduled to pick up and deliver a set of products. The objective is to minimise the makespan, defined as the time taken for the robots to transfer all products from their pickup locations to their delivery locations, and return to their starting positions. Pickup locations are known a priori, while delivery locations must be assigned to minimise the makespan. The robots must respect a safety distance to avoid collisions. The paper presents a mathematical model for the TRPASP before introducing four heuristic algorithms for solving the problem. Computational experiments demonstrate that the best results are returned by a parallel hybrid metaheuristic.

机器人调度作业车间调度元启发式算法运筹学