TY - GEN
T1 - Research on GA-BCC Algorithm for Process Cost Consumption Standards Establishing
AU - Guo, Xiaoke
AU - Zhang, Niansong
AU - Wang, Aimin
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - In order to establish reasonable and applicable standards for process consumption, this paper proposes a GABCC method for solving the common weight vector and comprehensive efficiency vector. Based on the use of GA-BCC to obtain comprehensive efficiency vector, the method uses efficiency threshold to remove inefficient data and forms standard data. Finally, taking the average value is used to calculate the process consumption standard. The results of the experiment show that the comprehensive efficiency is basically the same as the original efficiency, thus proving the feasibility of the method. Meanwhile, the utilization of a common weighting method prevented the establishment of biased weight preferences, thus utilizing the shared weights method to calculate efficiency is more impartial.
AB - In order to establish reasonable and applicable standards for process consumption, this paper proposes a GABCC method for solving the common weight vector and comprehensive efficiency vector. Based on the use of GA-BCC to obtain comprehensive efficiency vector, the method uses efficiency threshold to remove inefficient data and forms standard data. Finally, taking the average value is used to calculate the process consumption standard. The results of the experiment show that the comprehensive efficiency is basically the same as the original efficiency, thus proving the feasibility of the method. Meanwhile, the utilization of a common weighting method prevented the establishment of biased weight preferences, thus utilizing the shared weights method to calculate efficiency is more impartial.
KW - BCC
KW - GA-BCC
KW - data envelopment analysis
KW - input-oriented
UR - http://www.scopus.com/inward/record.url?scp=85170821754&partnerID=8YFLogxK
U2 - 10.1109/ICMA57826.2023.10216137
DO - 10.1109/ICMA57826.2023.10216137
M3 - Conference contribution
AN - SCOPUS:85170821754
T3 - 2023 IEEE International Conference on Mechatronics and Automation, ICMA 2023
SP - 194
EP - 198
BT - 2023 IEEE International Conference on Mechatronics and Automation, ICMA 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 20th IEEE International Conference on Mechatronics and Automation, ICMA 2023
Y2 - 6 August 2023 through 9 August 2023
ER -