Scheduling;
Truck and drone routing;
Cooperative delivery;
Column generation;
VEHICLE-ROUTING PROBLEM;
TRAVELING SALESMAN PROBLEM;
TIME WINDOWS;
OPTIMIZATION;
D O I:
10.1016/j.tre.2023.103267
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
Truck and drone based cooperative delivery system is an emerging instant delivery mode for transporting packages in a more timely and efficient way than traditional delivery mode. This paper studies the scheduling of a fleet of truck groups, each of which can carry multiple drones. We formulate a mixed integer programming model for truck groups routes, and for the timing of the drones' launching and return to their dedicated truck. The model objective is to minimize the total operational cost, including truck travel cost, drone travel cost, using truck groups fixed cost, and potential penalty for late delivery at customer locations. Column generation-based heuristic algorithm and some acceleration techniques are designed for solving the model efficiently. We carry out numerical experiments for validating the effectiveness of the mathematical model, algorithm, and acceleration techniques. In addition, sensitivity analyses are performed to derive some managerial implications.
机构:
Xihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Xihua Univ, Sch Aeronaut & Astronaut, Chengdu, Sichuan, Peoples R ChinaXihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Li, Yongjie
Tang, Li
论文数: 0引用数: 0
h-index: 0
机构:
Xihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Xihua Univ, Sch Automobile & Transportat, Chengdu, Sichuan, Peoples R ChinaXihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Tang, Li
Ye, Mian
论文数: 0引用数: 0
h-index: 0
机构:
Xihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Xihua Univ, Sch Aeronaut & Astronaut, Chengdu, Sichuan, Peoples R ChinaXihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Ye, Mian
Zhang, Xuejun
论文数: 0引用数: 0
h-index: 0
机构:
Xihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Xihua Univ, Sch Aeronaut & Astronaut, Chengdu, Sichuan, Peoples R ChinaXihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Zhang, Xuejun
CICTP 2023: INNOVATION-EMPOWERED TECHNOLOGY FOR SUSTAINABLE, INTELLIGENT, DECARBONIZED, AND CONNECTED TRANSPORTATION,
2023,
: 2030
-
2041
机构:
Hong Kong Polytech Univ, Fac Business, Dept Logist, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Fac Business, Dept Logist, Kowloon, Hong Kong, Peoples R China
Li, CL
Vairaktarakis, G
论文数: 0引用数: 0
h-index: 0
机构:Hong Kong Polytech Univ, Fac Business, Dept Logist, Kowloon, Hong Kong, Peoples R China
Vairaktarakis, G
Lee, CY
论文数: 0引用数: 0
h-index: 0
机构:Hong Kong Polytech Univ, Fac Business, Dept Logist, Kowloon, Hong Kong, Peoples R China
机构:
CONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, Argentina
Univ Nacl Litoral, Fac Ingn Quim, RA-2829 Santiago Del Estero, Santa Fe, ArgentinaCONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, Argentina
Melchiori, Luciana
Nasini, Graciela
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nacl Rosario, Fac Ciencias Exactas Ingn & Agrimensura, Rosario, ArgentinaCONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, Argentina
Nasini, Graciela
Montagna, Jorge M.
论文数: 0引用数: 0
h-index: 0
机构:
CONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, ArgentinaCONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, Argentina
Montagna, Jorge M.
Corsano, Gabriela
论文数: 0引用数: 0
h-index: 0
机构:
CONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, Argentina
Univ Nacl Litoral, Fac Ingn Quim, RA-2829 Santiago Del Estero, Santa Fe, ArgentinaCONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, Argentina
机构:
N Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USAN Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USA
Davis, Lauren B.
Sengul, Irem
论文数: 0引用数: 0
h-index: 0
机构:
N Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USAN Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USA
Sengul, Irem
Ivy, Julie S.
论文数: 0引用数: 0
h-index: 0
机构:
N Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USAN Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USA
Ivy, Julie S.
Brock, Luther G., III
论文数: 0引用数: 0
h-index: 0
机构:
N Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USAN Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USA
Brock, Luther G., III
Miles, Lastella
论文数: 0引用数: 0
h-index: 0
机构:
N Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USAN Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USA
机构:
Islamic Azad Univ, Qazvin Branch, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin, IranIslamic Azad Univ, Qazvin Branch, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin, Iran
Fard, Shayan Shahram
Vandani, Behnam
论文数: 0引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Qazvin Branch, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin, IranIslamic Azad Univ, Qazvin Branch, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin, Iran
机构:
Shanghai Maritime Univ, Coll Transport & Commun, Shanghai, Peoples R ChinaShanghai Maritime Univ, Coll Transport & Commun, Shanghai, Peoples R China
Gao, Yunfeng
Ge, Ying-En
论文数: 0引用数: 0
h-index: 0
机构:
Changan Univ, Coll Transportat Engn, Xian, Shaanxi, Peoples R ChinaShanghai Maritime Univ, Coll Transport & Commun, Shanghai, Peoples R China
机构:
Xihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Xihua Univ, Sch Aeronaut & Astronaut, Chengdu, Sichuan, Peoples R ChinaXihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Li, Yongjie
Tang, Li
论文数: 0引用数: 0
h-index: 0
机构:
Xihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Xihua Univ, Sch Automobile & Transportat, Chengdu, Sichuan, Peoples R ChinaXihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Tang, Li
Ye, Mian
论文数: 0引用数: 0
h-index: 0
机构:
Xihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Xihua Univ, Sch Aeronaut & Astronaut, Chengdu, Sichuan, Peoples R ChinaXihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Ye, Mian
Zhang, Xuejun
论文数: 0引用数: 0
h-index: 0
机构:
Xihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Xihua Univ, Sch Aeronaut & Astronaut, Chengdu, Sichuan, Peoples R ChinaXihua Univ, Minist Educ, Intelligent Air Ground Fus Vehicle & Control Engn, Chengdu, Sichuan, Peoples R China
Zhang, Xuejun
CICTP 2023: INNOVATION-EMPOWERED TECHNOLOGY FOR SUSTAINABLE, INTELLIGENT, DECARBONIZED, AND CONNECTED TRANSPORTATION,
2023,
: 2030
-
2041
机构:
Hong Kong Polytech Univ, Fac Business, Dept Logist, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Fac Business, Dept Logist, Kowloon, Hong Kong, Peoples R China
Li, CL
Vairaktarakis, G
论文数: 0引用数: 0
h-index: 0
机构:Hong Kong Polytech Univ, Fac Business, Dept Logist, Kowloon, Hong Kong, Peoples R China
Vairaktarakis, G
Lee, CY
论文数: 0引用数: 0
h-index: 0
机构:Hong Kong Polytech Univ, Fac Business, Dept Logist, Kowloon, Hong Kong, Peoples R China
机构:
CONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, Argentina
Univ Nacl Litoral, Fac Ingn Quim, RA-2829 Santiago Del Estero, Santa Fe, ArgentinaCONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, Argentina
Melchiori, Luciana
Nasini, Graciela
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nacl Rosario, Fac Ciencias Exactas Ingn & Agrimensura, Rosario, ArgentinaCONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, Argentina
Nasini, Graciela
Montagna, Jorge M.
论文数: 0引用数: 0
h-index: 0
机构:
CONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, ArgentinaCONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, Argentina
Montagna, Jorge M.
Corsano, Gabriela
论文数: 0引用数: 0
h-index: 0
机构:
CONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, Argentina
Univ Nacl Litoral, Fac Ingn Quim, RA-2829 Santiago Del Estero, Santa Fe, ArgentinaCONICET UTN, Inst Desarrollo & Diseno INGAR, S3002GJC, RA-3657 Avellaneda, Santa Fe, Argentina
机构:
N Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USAN Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USA
Davis, Lauren B.
Sengul, Irem
论文数: 0引用数: 0
h-index: 0
机构:
N Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USAN Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USA
Sengul, Irem
Ivy, Julie S.
论文数: 0引用数: 0
h-index: 0
机构:
N Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USAN Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USA
Ivy, Julie S.
Brock, Luther G., III
论文数: 0引用数: 0
h-index: 0
机构:
N Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USAN Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USA
Brock, Luther G., III
Miles, Lastella
论文数: 0引用数: 0
h-index: 0
机构:
N Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USAN Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Coll Engn, Greensboro, NC 27411 USA
机构:
Islamic Azad Univ, Qazvin Branch, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin, IranIslamic Azad Univ, Qazvin Branch, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin, Iran
Fard, Shayan Shahram
Vandani, Behnam
论文数: 0引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Qazvin Branch, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin, IranIslamic Azad Univ, Qazvin Branch, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin, Iran
机构:
Shanghai Maritime Univ, Coll Transport & Commun, Shanghai, Peoples R ChinaShanghai Maritime Univ, Coll Transport & Commun, Shanghai, Peoples R China
Gao, Yunfeng
Ge, Ying-En
论文数: 0引用数: 0
h-index: 0
机构:
Changan Univ, Coll Transportat Engn, Xian, Shaanxi, Peoples R ChinaShanghai Maritime Univ, Coll Transport & Commun, Shanghai, Peoples R China