Waiting Strategy for the Dynamic Meal Delivery Routing Problem with Time-Sensitive Customers Using a Hybrid Adaptive Genetic Algorithm and Adaptive Large Neighborhood Search Algorithm DOI Creative Commons
Wenjie Wang, Shen Gao

Systems, Journal Year: 2024, Volume and Issue: 12(5), P. 170 - 170

Published: May 10, 2024

In this paper, we study the dynamic meal delivery routing problem (MDRP) with time-sensitive customers. The multi-objective MDRP optimization model is developed to maximize customer satisfaction and minimize delay penalty cost riding cost. To solve MDRP, a novel waiting strategy proposed divide into series of static subproblems. This utilizes decision threshold determine rerouting points based on number orders. Meanwhile, priority introduced accelerate assignment decisions for orders from customers high time sensitivity. For each subproblem, hybrid AGA–ALNS algorithm that incorporates adaptive genetic large neighborhood search improve both global local capabilities algorithm. We validate performance through numerical instances. addition, managerial insights are obtained sensitivity analysis experiments.

Language: Английский

The two-echelon truck-unmanned ground vehicle routing problem with time-dependent travel times DOI

Yuanhan Wei,

Yong Wang, Xiangpei Hu

et al.

Transportation Research Part E Logistics and Transportation Review, Journal Year: 2025, Volume and Issue: 194, P. 103954 - 103954

Published: Jan. 8, 2025

Language: Английский

Citations

2
Exploring the nexus between rural economic digitalization and agricultural carbon emissions: A multi-scale analysis across 1607 counties in China DOI

Langang Feng,

Wenli Yang,

Jin Hu

et al.

Journal of Environmental Management, Journal Year: 2024, Volume and Issue: 373, P. 123497 - 123497

Published: Dec. 5, 2024

Language: Английский

Citations

5
The On-Demand Delivery Problem: Assignment of Orders to Warehouses and Couriers DOI
Peter Dieter, Philipp Speckenmeyer, Guido Schryen

et al.

Published: Jan. 1, 2025

Language: Английский

Citations

0
Integrated food delivery problem considering both single-order and multiple order deliveries DOI
Seung Hwan Kim, Byung Do Chung

Computers & Industrial Engineering, Journal Year: 2024, Volume and Issue: 196, P. 110458 - 110458

Published: Aug. 8, 2024

Language: Английский

Citations

2
Bayesian Modeling of Travel Times on the Example of Food Delivery: Part 2—Model Creation and Handling Uncertainty DOI Open Access
Jan Pomykacz, Justyna Gibas, Jerzy Baranowski

et al.

Electronics, Journal Year: 2024, Volume and Issue: 13(17), P. 3418 - 3418

Published: Aug. 28, 2024

The e-commerce sector is in a constant state of growth and evolution, particularly within its subdomain online food delivery. As such, ensuring customer satisfaction critical for companies working this field. One way to achieve by providing an accurate delivery time estimation. While can track couriers via GPS, they often lack real-time data on traffic road conditions, complicating predictions. To address this, range statistical machine learning techniques are employed, including neural networks specialized expert systems, with different degrees success. issue models their heavy dependence vast, high-quality data. mitigate issue, we propose two Bayesian generalized linear predict the Utilizing combination predictor variables, generate practical outputs Hamiltonian Monte Carlo sampling method. These offer balance generality adaptability, allowing tuning knowledge. They were compared PSIS-LOO criteria WAIC. results show that both accurately estimated times from dataset while maintaining numerical stability. A model more variables proved be accurate.

Language: Английский

Citations

1
A hybrid heuristic algorithm for the fuzzy open vehicle routing problem with risk preference DOI Open Access
Erbao Cao, Xin Wang, Yanbin Yang

et al.

Journal of Industrial and Management Optimization, Journal Year: 2024, Volume and Issue: 0(0), P. 0 - 0

Published: Jan. 1, 2024

Language: Английский

Citations

1
Meal pickup and delivery problem with appointment time and uncertainty in order cancellation DOI
Guiqin Xue, Zheng Wang, Jiuh‐Biing Sheu

et al.

Transportation Research Part E Logistics and Transportation Review, Journal Year: 2024, Volume and Issue: 193, P. 103845 - 103845

Published: Nov. 6, 2024

Language: Английский

Citations

0
Waiting Strategy for the Dynamic Meal Delivery Routing Problem with Time-Sensitive Customers Using a Hybrid Adaptive Genetic Algorithm and Adaptive Large Neighborhood Search Algorithm DOI Creative Commons
Wenjie Wang, Shen Gao

Systems, Journal Year: 2024, Volume and Issue: 12(5), P. 170 - 170

Published: May 10, 2024

In this paper, we study the dynamic meal delivery routing problem (MDRP) with time-sensitive customers. The multi-objective MDRP optimization model is developed to maximize customer satisfaction and minimize delay penalty cost riding cost. To solve MDRP, a novel waiting strategy proposed divide into series of static subproblems. This utilizes decision threshold determine rerouting points based on number orders. Meanwhile, priority introduced accelerate assignment decisions for orders from customers high time sensitivity. For each subproblem, hybrid AGA–ALNS algorithm that incorporates adaptive genetic large neighborhood search improve both global local capabilities algorithm. We validate performance through numerical instances. addition, managerial insights are obtained sensitivity analysis experiments.

Language: Английский

Citations

0