Title :
An Immune Algorithm for dynamic resource configuration of machinery group intelligent
Author_Institution :
Key Lab. for Highway Constr. Technol. & Equip. of Minist. of Educ., Chang´´an Univ., Xi´´an, China
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;
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-8727-1
DOI :
10.1109/CSAE.2011.5952613