TY - GEN
T1 - A double relaxation grasp algorithm to solve the flowshop scheduling problem
AU - Tupia, Manuel
AU - Ramírez, César
PY - 2007
Y1 - 2007
N2 - Most production lines do not present an adequate way to plan their production, deciding for manual distribution and depending on the knowledge of their line or plant managers. This leads to a bad utilization of the resources, since conventional planning methods avoid considering complicated configurations. The kind of production line studied in this paper is flow shop scheduling (FSS hereafter) where tasks are independent and machines are homogeneous (they take almost the same time to perform a task), the machines are divided in families according to the function they have (FSS will force tasks to go through all the families) In this paper we present a GRASP metaheuristic algorithm to optimize lines as those defined above. The novelty is in the double relaxation criteria for both machines and tasks.
AB - Most production lines do not present an adequate way to plan their production, deciding for manual distribution and depending on the knowledge of their line or plant managers. This leads to a bad utilization of the resources, since conventional planning methods avoid considering complicated configurations. The kind of production line studied in this paper is flow shop scheduling (FSS hereafter) where tasks are independent and machines are homogeneous (they take almost the same time to perform a task), the machines are divided in families according to the function they have (FSS will force tasks to go through all the families) In this paper we present a GRASP metaheuristic algorithm to optimize lines as those defined above. The novelty is in the double relaxation criteria for both machines and tasks.
KW - Artificial intelligence
KW - Flow-shop scheduling
KW - GRASP algorithms
KW - Metaheuristics
UR - http://www.scopus.com/inward/record.url?scp=84883293307&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84883293307
SN - 9781604239867
T3 - 20th International Conference on Computer Applications in Industry and Engineering 2007, CAINE 2007
SP - 1
EP - 4
BT - 20th International Conference on Computer Applications in Industry and Engineering 2007, CAINE 2007
T2 - 20th International Conference on Computer Applications in Industry and Engineering 2007, CAINE 2007
Y2 - 7 November 2007 through 9 November 2007
ER -