TY - GEN
T1 - Solving stochastic integer-programming problems in electric bus introduction planning
AU - Ishitani, Y.
AU - Sato, T.
AU - Shiina, Takayuki
AU - Hamada, R.
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - The introduction of electric buses has played a major role in reducing carbon dioxide emissions. The energy consumed by electric bus operation fluctuates. This fluctuation makes the optimization problem more difficult. Probabilistic constraints are effective for optimization problems under uncertainty. In this study, the energy consumed by one bus operation was considered as a random variable. The purpose of this study is to improve the efficiency of calculations in large-scale problems. We used the solution of the cutting plane method for the optimization model of the electric bus with probability constraints.
AB - The introduction of electric buses has played a major role in reducing carbon dioxide emissions. The energy consumed by electric bus operation fluctuates. This fluctuation makes the optimization problem more difficult. Probabilistic constraints are effective for optimization problems under uncertainty. In this study, the energy consumed by one bus operation was considered as a random variable. The purpose of this study is to improve the efficiency of calculations in large-scale problems. We used the solution of the cutting plane method for the optimization model of the electric bus with probability constraints.
KW - Cutting plane method
KW - Optimization
KW - Probabilistic constraints
UR - http://www.scopus.com/inward/record.url?scp=85139548741&partnerID=8YFLogxK
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U2 - 10.1109/IIAIAAI55812.2022.00122
DO - 10.1109/IIAIAAI55812.2022.00122
M3 - Conference contribution
AN - SCOPUS:85139548741
T3 - Proceedings - 2022 12th International Congress on Advanced Applied Informatics, IIAI-AAI 2022
SP - 615
EP - 620
BT - Proceedings - 2022 12th International Congress on Advanced Applied Informatics, IIAI-AAI 2022
A2 - Matsuo, Tokuro
A2 - Takamatsu, Kunihiko
A2 - Ono, Yuichi
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th International Congress on Advanced Applied Informatics, IIAI-AAI 2022
Y2 - 2 July 2022 through 7 July 2022
ER -