COURIER DELIVERY SERVICES VISUALISOR (CDSV) WITH AN INTEGRATION OF GENETIC ALGORITHM AND A* ENGINE

被引:0
|
作者
Jalaluddin, Mohammad Fariduddin [1 ]
Kamaru-Zaman, Ezzatul Akmal [1 ]
Abdul-Rahman, Shuzlina [1 ]
Mutalib, Sofianita [1 ]
机构
[1] Univ Teknol MARA, Fac Comp & Math Sci, Shah Alam, Malaysia
关键词
A-star algorithm; courier services; distribution system; genetic algorithm; geographical information system (GIS); openstreetmap;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Online shopping has become one of the popular mediums for people to use online transactions due to its economical and easiness. It is more convenient to those who simply do not have time to shop physically and prefer delivery service. However, the courier services nowadays are unable to keep up with the increasing consumer demand. The problem is caused by the delivery process that is not synchronized due to the problem of finding the best route of distribution. Distributors are unable to plan their distribution path with the minimal distance. Furthermore distributors are only able to reach each district distribution centre once a day and revisit the distribution centre will increase the time spent and operation cost. This study developed Courier Delivery Services Visualisor (CDSV) that is able to visualize the best route to be taken by distributor, so that the courier service can arrive on time. CDSV employed Genetic Algorithm (GA) and Astar Algorithm (A*) that integrates with Geographical Information System (GIS) data. A graphical user interface in the form of simulation map that suggests the best route and the optimal distance are displayed for easier courier service distribution references.
引用
收藏
页码:126 / 131
页数:6
相关论文
共 50 条
  • [41] Efficient operator pipelining in a bit serial genetic algorithm engine
    Bland, IM
    Megson, GM
    ELECTRONICS LETTERS, 1997, 33 (12) : 1026 - 1028
  • [42] Global Boundary Optimization for Automobile Engine Based on Genetic Algorithm
    Kong, Lifang
    Wang, Zhonghua
    Wang, Weikui
    EMERGING RESEARCH IN ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, 2012, 315 : 342 - +
  • [43] Applications of Adaptive Genetic Algorithm to Radar Engine Fault Diagnosis
    Zhang Peng
    Pan Wei
    Zhu Lina
    Wang Dezhi
    2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 25 - +
  • [44] Dedicated Floorplanning Engine Architecture Based on Genetic Algorithm and Evaluation
    Yoshikawa, Masaya
    Terai, Hidekazu
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2006, 10 (01) : 112 - 120
  • [45] A synthesis method of the approximate reasoning engine by means of Genetic Algorithm
    Yamamoto, Y
    1998 28TH IEEE INTERNATIONAL SYMPOSIUM ON MULTIPLE-VALUED LOGIC - PROCEEDINGS, 1998, : 201 - 208
  • [46] Hybrid genetic algorithm engine for high-speed floorplanning
    Yoshikawa, M
    Terai, H
    PROCEEDINGS OF THE 2005 EUROPEAN CONFERENCE ON CIRCUIT THEORY AND DESIGN, VOL 1, 2005, : 189 - 192
  • [47] Optical Design of LCOS Optical Engine and Optimization With Genetic Algorithm
    Chen, Chien-Chung
    Tsai, Cheng-Mu
    Fang, Yi Chin
    JOURNAL OF DISPLAY TECHNOLOGY, 2009, 5 (08): : 293 - 305
  • [48] Intelligent Design of Internal Combustion Engine in Hybrid Genetic Algorithm
    Zhu, Jiang
    Xi, Pingyuan
    ADVANCED MECHANICAL ENGINEERING, PTS 1 AND 2, 2010, 26-28 : 186 - +
  • [49] Optimization of liquid propellants rocket engine based on genetic algorithm
    School of Astronautics, Beijing University of Aeronautics and Astronautics, Beijing 100083, China
    不详
    Hangkong Dongli Xuebao, 2008, 5 (916-920): : 916 - 920
  • [50] Analysis on Automobile Engine Failure Diagnosis Based on Genetic Algorithm
    Gui, Jun
    MECHATRONICS AND INTELLIGENT MATERIALS II, PTS 1-6, 2012, 490-495 : 186 - 190