location: Current position: Shi Yanjun >> Scientific Research >> Paper Publications

A Two-Phase Strategy with Micro Genetic Algorithm for Scheduling Multiple AGVs

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Indexed by:会议论文

Date of Publication:2016-01-01

Included Journals:CPCI-S

Page Number:3101-3106

Key Words:Multi-AGVs system; time-window; two-phase strategy; real-time scheduling

Abstract:We herein try to schedule multiple AGVs (Automated Guided Vehicles) in real time with two-phase strategy in the flexible manufacturing workshops. This study considers the impact of running time, vehicle stopping and turning of AGVs, and deals with static workshop scheduling, real-time workshop scheduling with time-window based micro genetic algorithm. And we present a two-stage scheduling strategy for offline shortest path library generation and online optimal scheduling scheme generation. The preliminary experimental results showed the efficiency and stability of the proposed strategy and algorithm for Multiple AGVs system.

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