TY - JOUR
T1 - Scheduling Interrelated Activities Using Insertion-Based Heuristics
AU - Lin, Jun
AU - Huang, Weihao
AU - Qian, Yanjun
AU - Zhao, Xi
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2018/2
Y1 - 2018/2
N2 - The issue of scheduling interrelated activities is important and of particular concern to design managers. One tool that helps us to solve this issue is the design structure matrix (DSM) which can explicitly represent the information dependencies among interrelated activities. Based on the DSM method, this study presents effective approaches for sequencing interrelated activities with the goal of minimizing total feedback length, which is a good approximation for reducing project completion time. First, we prove two new properties of the problem, and develop an insertion-based heuristic. Second, the proposed heuristic is further improved by combing it with simulated annealing and genetic algorithm. Computer experiments show that our approaches outperform existing heuristics, in that with similar settings, our approaches often produces better solutions.
AB - The issue of scheduling interrelated activities is important and of particular concern to design managers. One tool that helps us to solve this issue is the design structure matrix (DSM) which can explicitly represent the information dependencies among interrelated activities. Based on the DSM method, this study presents effective approaches for sequencing interrelated activities with the goal of minimizing total feedback length, which is a good approximation for reducing project completion time. First, we prove two new properties of the problem, and develop an insertion-based heuristic. Second, the proposed heuristic is further improved by combing it with simulated annealing and genetic algorithm. Computer experiments show that our approaches outperform existing heuristics, in that with similar settings, our approaches often produces better solutions.
KW - Design structure matrix (DSM)
KW - heuristics
KW - interrelated activities
KW - product development
UR - https://www.scopus.com/pages/publications/85040922944
U2 - 10.1109/TEM.2017.2755047
DO - 10.1109/TEM.2017.2755047
M3 - 文章
AN - SCOPUS:85040922944
SN - 0018-9391
VL - 65
SP - 113
EP - 127
JO - IEEE Transactions on Engineering Management
JF - IEEE Transactions on Engineering Management
IS - 1
M1 - 8068940
ER -