• DocumentCode
    547292
  • Title

    An Immune Algorithm for dynamic resource configuration of machinery group intelligent

  • Author

    Tian, Ying

  • Author_Institution
    Key Lab. for Highway Constr. Technol. & Equip. of Minist. of Educ., Chang´´an Univ., Xi´´an, China
  • Volume
    2
  • fYear
    2011
  • fDate
    10-12 June 2011
  • Firstpage
    762
  • Lastpage
    765
  • Abstract
    In order to generate the optimization of resource configuration of machinery group intelligent, machinery resource should be optimized dynamically. An Immune Algorithm is presented to solve the problem of dynamic resource configuration. Minimizing makespan is made as objective function, in which operation sequence, machinery resources and delivery time constraints are taken into consideration To demonstrate the efficiency of the Immune Algorithm, a numerical experiment is put forward. The results show that the algorithm could realize the optimization of resource configuration of machinery group. The result of dynamic resource configuration is used to achieve optimal construction process plan of each job Simultaneously.
  • Keywords
    construction; machinery; optimisation; process planning; delivery time constraints; dynamic resource configuration; immune algorithm; machinery group intelligent; machinery resources; objective function; operation sequence; optimal construction process plan; optimization; Algorithm design and analysis; Cloning; Dynamic scheduling; Encoding; Heuristic algorithms; Immune system; Machinery; Immune Algorithm; construction process plans; dynamic resource configuration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-8727-1
  • Type

    conf

  • DOI
    10.1109/CSAE.2011.5952613
  • Filename
    5952613