Collaborative truck-robot routing problem with meal delivery for the elderly on the personalized needs

被引:0
|
作者
Hong, Wei [1 ,2 ,3 ]
Yin, Wenjing [1 ]
Xu, Shuling [1 ]
机构
[1] Jiangnan Univ, Sch Business, Wuxi, Peoples R China
[2] Jiangnan Univ, Food Safety Res Base Jiangsu Prov, Wuxi, Peoples R China
[3] Inst Food Safety Risk Management, Wuxi, Peoples R China
关键词
Personalized needs; Collaborative delivery; Improved adaptive large; neighborhood search; algorithm; Meal delivery for the elderly; Vehicle routing problem; HETEROGENEITY; PICKUP;
D O I
10.5267/j.ijiec.2024.5.005
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
With the development of a new generation of information technology, smart elderly care plays an important role in promoting the construction of elderly care services. The emerging application tools provide door-to-door meal service for urban elderly groups, solving meal problems for special and ordinary elderly with different priority levels and penalty costs of violating time windows. Based on this, considering the personalized needs of the elderly group, this study examines the route optimization problem of cooperative delivery of elderly meals by trucks and robots, and builds a mixed integer programming model to minimize the total cost of the system. For large-scale problems, this study designs an improved adaptive large neighbourhood search algorithm that incorporates simulated annealing algorithm and artificial bee colony algorithm to avoid falling into local optimality. Experiments have proved feasibility and effectiveness of the algorithm and proposed the corresponding management insights from the aspects of delivery efficiency and service quality.
引用
收藏
页码:615 / 626
页数:12
相关论文
共 40 条
  • [21] A branch-and-price-and-cut algorithm for the truck-drone routing problem with simultaneously delivery and pickup
    Li, Dongwei
    Ignatius, Joshua
    Wang, Dujuan
    Yin, Yunqiang
    Cheng, T. C. E.
    NAVAL RESEARCH LOGISTICS, 2024, 71 (02) : 241 - 285
  • [22] The Meal Delivery Routing Problem in E-commerce Platforms under the Shared Logistics Mode
    Bi, Hualing
    Zhu, Xiaoxue
    Lu, Fuqiang
    Huang, Min
    JOURNAL OF THEORETICAL AND APPLIED ELECTRONIC COMMERCE RESEARCH, 2023, 18 (04): : 1799 - 1819
  • [23] ADAPTIVE LARGE MULTIPLE NEIGHBORHOOD SEARCH FOR THE TRUCK-DRONE-COLLECTION STATION COLLABORATIVE DELIVERY PROBLEM
    Zhang, Qi
    Liu, Renjing
    JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2025, 21 (02) : 1414 - 1439
  • [25] A branch-and-price-and-cut algorithm for the truck-based drone delivery routing problem with time windows
    Yin, Yunqiang
    Li, Dongwei
    Wang, Dujuan
    Ignatius, Joshua
    Cheng, T. C. E.
    Wang, Sutong
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2023, 309 (03) : 1125 - 1144
  • [26] Vehicle routing problem with time windows in aged service: A delivery service model for the elderly
    Feng, Qian
    Wang, Jing
    2018 15TH INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT (ICSSSM), 2018,
  • [27] A STUDY ON COLLABORATIVE PICK-UP AND DELIVERY ROUTING PROBLEM OF LINE-HAUL VEHICLES IN EXPRESS DELIVERY SERVICES
    Ferdinand, Friska Natalia
    Kim, Young Jin
    Lee, Hae Kyung
    Ko, Chang Seong
    INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, 2014, 21 (06): : 376 - 383
  • [28] Collaborative Routing With Multi-Heuristic Algorithm for Enhanced Delivery Efficiency in Truck-Multi Unmanned Aerial Vehicles Systems
    Nugraha, Ramdhan
    Masuduzzaman, Md
    Shin, Soo Young
    IEEE ACCESS, 2024, 12 : 175988 - 176008
  • [29] Multi-objective green meal delivery routing problem based on a two-stage solution strategy
    Liao, Wenzhu
    Zhang, Liuyang
    Wei, Zhenzhen
    JOURNAL OF CLEANER PRODUCTION, 2020, 258
  • [30] A hybrid tabu search for multi-depots collaborative vehicle routing problem with simultaneous pickup and delivery
    Li, Jin
    Zhang, Jianghua
    Journal of Convergence Information Technology, 2012, 7 (21) : 416 - 425