Machine Learning for Data-Driven Last-Mile Delivery Optimization

The Vehicle Routing Problem with Availability Profiles

(2022) Stefan Voigt et al.   TRANSPORTATION SCIENCE

Optimizing e-commerce last-mile vehicle routing and scheduling under uncertain customer presence

(2021) Sami Serkan Özarık et al.   TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW

Hybrid route choice model incorporating latent cognitive effects of real-time travel information using physiological data

(2021) Shubham Agrawal et al.   TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR

Learning Improvement Heuristics for Solving Routing Problems

(2021) Yaoxin Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Machine Learning for Combinatorial Optimization: a Methodological Tour d’Horizon

(2020) Yoshua Bengio et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

An efficient recommendation generation using relevant Jaccard similarity

(2019) Sujoy Bag et al.   INFORMATION SCIENCES

A latent-class adaptive routing choice model in stochastic time-dependent networks

(2019) Jing Ding-Mastera et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

Deep learning assisted heuristic tree search for the container pre-marshalling problem

(2019) André Hottung et al.   COMPUTERS & OPERATIONS RESEARCH

Inverse Optimization: Closed-Form Solutions, Geometry, and Goodness of Fit

(2018) Timothy C. Y. Chan et al.   MANAGEMENT SCIENCE

Inverse Optimization with Noisy Data

(2018) Anil Aswani et al.   OPERATIONS RESEARCH

The delivery problem: optimizing hit rates in e-commerce deliveries

(2018) Alexandre M. Florio et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

ASlib: A benchmark library for algorithm selection

(2016) Bernd Bischl et al.   ARTIFICIAL INTELLIGENCE

50th Anniversary Invited Article—City Logistics: Challenges and Opportunities

(2016) Martin Savelsbergh et al.   TRANSPORTATION SCIENCE

The Generalized Consistent Vehicle Routing Problem

(2015) Attila A. Kovacs et al.   TRANSPORTATION SCIENCE

A similarity-based mechanism to control genetic algorithm and local search hybridization to solve traveling salesman problem

(2014) Marjan Kuchaki Rafsanjani et al.   NEURAL COMPUTING & APPLICATIONS

Route Choice Characteristics for Truckers

(2013) Yichen Sun et al.   TRANSPORTATION RESEARCH RECORD

The Consistent Vehicle Routing Problem

(2008) Chris Groër et al.   M&SOM-Manufacturing & Service Operations Management