GA-Based Scheduling for Transporting and Manufacturing Mobile Robots in FMS

被引：1
|
作者：
Lam Nguyen [1 ]
Dang, Quang-Vinh [1 ]
Nielsen, Izabela [2 ]
机构：
[1] Vietnamese German Univ, Dept Global Prod Engn & Management, Binh Duong, Vietnam
[2] Aalborg Univ, Dept Mech & Mfg Engn, Aalborg, Denmark
来源：
DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, (DCAI 2016) | 2016年 / 474卷
关键词：
Genetic algorithms; Mobile robots; FMS; AUTOMATED GUIDED VEHICLES; GENETIC ALGORITHM; MACHINES;
D O I：
10.1007/978-3-319-40162-1_59
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
With a high degree of flexibility and automation, flexible manufacturing system (FMS) consisting of a number of automatic machine tools and mobile robots is capable of coping with customized product requirements. In addition to transporting, mobile robots participate in processing some value-added operations on some specific machines such as pre-assembly or quality inspection if required. This paper presents a genetic algorithm to deal with the problem of sequencing of operations, routing of mobile robots, and operations assignment for mobile robots in FMS with the aim to minimize the makespan. The performance of the algorithm is demonstrated by a generated numerical example.
引用
收藏
页码：555 / 563
页数：9
相关论文
共 50 条
  • [21] NBA Sports Game Scheduling Problem and GA-based Solver
    Yang, Feng-Cheng
    2017 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING, MANAGEMENT SCIENCE AND APPLICATION (ICIMSA 2017), 2017, : 10 - 14
  • [22] A hybrid GA-based scheduling algorithm for heterogeneous computing environments
    Yu, Han
    2007 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN SCHEDULING, 2007, : 87 - +
  • [23] A GA-based mobile RFID localization scheme for internet of things
    Wu, Tin-Yu
    Liaw, Guan-Hsiung
    Huang, Sing-Wei
    Lee, Wei-Tsong
    Wu, Chung-Chi
    PERSONAL AND UBIQUITOUS COMPUTING, 2012, 16 (03) : 245 - 258
  • [24] A GA-based mobile RFID localization scheme for internet of things
    Tin-Yu Wu
    Guan-Hsiung Liaw
    Sing-Wei Huang
    Wei-Tsong Lee
    Chung-Chi Wu
    Personal and Ubiquitous Computing, 2012, 16 : 245 - 258
  • [25] Adaptive GA-based Potential Field Algorithm for Collision-free Path Planning of Mobile Robots in Dynamic Environments
    Germi, Saeed Bakhshi
    Khosravi, Mohammad A.
    FesharakiFard, Rasul
    2018 6TH RSI INTERNATIONAL CONFERENCE ON ROBOTICS AND MECHATRONICS (ICROM 2018), 2018, : 28 - 33
  • [26] A GA-based Scheduling Algorithm on Parallel Machines with Heterogeneous Mounted Molds
    Lee, Yeong-Chyi
    Qi, Qing-Fu
    Hong, Tzung-Pei
    Chen, Chun-Hao
    2014 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC), 2014, : 147 - 150
  • [27] A Hybrid GA-based Scheduling Method for Static Segment in FlexRay Systems
    Ding, Shan
    Yin, Xiaona
    Xu, Hongming
    Zhang, Shi
    2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 1548 - +
  • [28] GA-based examination scheduling experience at Middle East Technical University
    Ergul, A.
    Lecture Notes in Computer Science, 1153
  • [29] GA-based integrated approach to FMS part type selection and machine-loading problem
    Yang, HH
    Wu, ZM
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2002, 40 (16) : 4093 - 4110
  • [30] A GA-based Scheduling Algorithm for Battery-powered DVS Systems
    Jiang, Songling
    Ding, Shan
    PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2012, : 3208 - 3212
12345