Genetic algorithm for solving the master thesis timetabling problem with multiple objectives

被引:2
|
作者
Huynh Thi Thanh Binh [1 ]
Pham Quang Dung [1 ]
Pham Duy Dat [1 ]
机构
[1] HaNoi Univ Sci & Technol, Sch Informat & Commun Technol, Hanoi, Vietnam
关键词
Genetic algorithm; multi-objective; timetabling;
D O I
10.1109/TAAI.2012.50
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Master thesis defense scheduling problem is a real-world practical problem that arises from the Vietnamese Universities. In this paper, we give the formulation of the problem based on realistic requirements. We then show that the considered problem is NP-hard and propose a genetic algorithm for solving it. We experiment the proposed algorithm on the real problem instances taken from Hanoi University of Science and Technology. Experimental results show the feasibility of proposed algorithm.
引用
收藏
页码:74 / 79
页数:6
相关论文
共 50 条
  • [41] Solving the Examination Timetabling Problem in GPUs
    Kolonias, Vasileios
    Goulas, George
    Gogos, Christos
    Alefragis, Panayiotis
    Housos, Efthymios
    ALGORITHMS, 2014, 7 (03) : 295 - 327
  • [42] Use of a genetic heritage for solving the assignment problem with two objectives
    Gandibleux, X
    Morita, H
    Katoh, N
    EVOLUTIONARY MULTI-CRITERION OPTIMIZATION, PROCEEDINGS, 2003, 2632 : 43 - 57
  • [43] Integrated genetic algorithm and goal programming for network topology design problem with multiple objectives and multiple criteria
    Wang, Chen-Shu
    Chang, Ching-Ter
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2008, 16 (03) : 680 - 690
  • [44] The effect of neighborhood structures on tabu search algorithm in solving course timetabling problem
    Aladag, Cagdas Hakan
    Hocaoglu, Gulsum
    Basaran, Murat Alper
    EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (10) : 12349 - 12356
  • [45] Solving University Examination Timetabling Problem Using Intelligent Water Drops Algorithm
    Aldeeb, Bashar A.
    Norwawi, Norita Md
    Al-Betar, Mohammed A.
    Bin Jali, Mohd Zalisham
    SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING, SEMCCO 2014, 2015, 8947 : 187 - 200
  • [46] Solving Timetabling Problem Using A Co-Operative Co-Evolution Multi-Objective Genetic Algorithm
    Sangsuwan, Phakawadee
    Sornil, Ohm
    INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4, 2013, 411-414 : 1966 - 1970
  • [47] Solving university course timetabling problem using localized island model genetic algorithm with dual dynamic migration policy
    Gozali, Alfian A.
    Kurniawan, Bobby
    Weng, Wei
    Fujimura, Shigeru
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2020, 15 (03) : 389 - 400
  • [48] Solving University Course Timetabling Problems by a Novel Genetic Algorithm Based on Flow
    Yue, Zhenhua
    Li, Shanqiang
    Xiao, Long
    WEB INFORMATION SYSTEMS AND MINING, PROCEEDINGS, 2009, 5854 : 214 - +
  • [49] The genetic algorithm method for multiple depot capacitated vehicle routing problem solving
    Skok, M
    Skrlec, D
    Krajcar, S
    KES'2000: FOURTH INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED INTELLIGENT ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, VOLS 1 AND 2, PROCEEDINGS, 2000, : 520 - 526
  • [50] A Hybrid Genetic Algorithm with Local Search and Tabu Search Approaches for Solving the Post Enrolment Based Course Timetabling Problem: Outperforming Guided Search Genetic Algorithm
    Jaengchuea, Sawaphat
    Lohpetch, Dome
    2015 7TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE), 2015, : 29 - 34