2025
Multi-UAV reconnaissance mission planning via deep reinforcement learning with simulated annealing.
Swarm Evol. Comput., 2025
2024
Simulated annealing with reinforcement learning for the set team orienteering problem with time windows.
Expert Syst. Appl., March, 2024
A simulated annealing with variable neighborhood descent approach for the heterogeneous fleet vehicle routing problem with multiple forward/reverse cross-docks.
Expert Syst. Appl., March, 2024
An adaptive large neighborhood search for the multi-vehicle profitable tour problem with flexible compartments and mandatory customers.
Appl. Soft Comput., 2024
Q-Learning Based Framework for Solving the Stochastic E-waste Collection Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2024
A two-stage matheuristic for the home healthcare routing and scheduling problem with perishable products.
Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024
Comparison of Evolutionary Algorithms: A Case Study on the Multi-Objective Carbon-Aware Mine Planning.
Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024
2023
The vehicle routing problem with simultaneous pickup and delivery and occasional drivers.
Expert Syst. Appl., 2023
ExploreLah: Personalised and Smart Trip Planner for Mobile Tourism.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2023
GRASP Solution Approach for the E-Waste Collection Problem.
Proceedings of the Computational Logistics - 14th International Conference, 2023
Carbon-Aware Mine Planning with a Novel Multi-objective Framework.
Proceedings of the Computational Logistics - 14th International Conference, 2023
An Adaptive Large Neighborhood Search for Heterogeneous Vehicle Routing Problem with Time Windows.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023
The Heterogeneous Vehicle Routing Problem with Multiple Time Windows for the E-Waste Collection Problem.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023
2022
Time dependent orienteering problem with time windows and service time dependent profits.
Comput. Oper. Res., 2022
Two-phase Matheuristic for the vehicle routing problem with reverse cross-docking.
Ann. Math. Artif. Intell., 2022
Cold Calls to Enhance Class Participation and Student Engagement.
Proceedings of the IEEE International Conference on Teaching, 2022
Pickup and Multi-delivery Problem with Time Windows.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2022
A Carbon-Aware Planning Framework for Production Scheduling in Mining.
Proceedings of the Computational Logistics - 13th International Conference, 2022
Algorithm Selection for the Team Orienteering Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2022
2021
Vehicle routing: Review of benchmark datasets.
J. Oper. Res. Soc., 2021
Trends in Multi-Disciplinary Scheduling.
J. Oper. Res. Soc., 2021
The Multi-Vehicle Cyclic Inventory Routing Problem: Formulation and a Metaheuristic Approach.
Comput. Ind. Eng., 2021
An Adaptive Large Neighborhood Search for the green mixed fleet vehicle routing problem with realistic energy consumption and partial recharges.
Appl. Soft Comput., 2021
A matheuristic algorithm for the vehicle routing problem with cross-docking.
Appl. Soft Comput., 2021
On Analysing Student Resilience in Higher Education Programs using a Data-Driven Approach.
Proceedings of the 2021 IEEE International Conference on Engineering, 2021
Set Team Orienteering Problem with Time Windows.
Proceedings of the Learning and Intelligent Optimization - 15th International Conference, 2021
Redesigning Patient Flow in Paediatric Eye Clinic For Pandemic Using Simulation.
Proceedings of the IEEE International Smart Cities Conference, 2021
Vehicle Routing Problem with Forward and Reverse Cross-Docking: Formulation and Matheuristic Approach.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021
2020
An Exact Algorithm for Agile Earth Observation Satellite Scheduling with Time-Dependent Profits.
Comput. Oper. Res., 2020
Design of a two-echelon freight distribution system in an urban area considering third-party logistics and loading-unloading zones.
Appl. Soft Comput., 2020
A Matheuristic Algorithm for Solving the Vehicle Routing Problem with Cross-Docking.
Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020
Vehicle Routing Problem with Reverse Cross-Docking: An Adaptive Large Neighborhood Search Algorithm.
Proceedings of the Computational Logistics - 11th International Conference, 2020
Next-Term Grade Prediction: A Machine Learning Approach.
Proceedings of the 13th International Conference on Educational Data Mining, 2020
Adaptive Large Neighborhood Search for Vehicle Routing Problem with Cross-Docking.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Agile earth observation satellite scheduling: An orienteering problem with time-dependent profits and travel times.
Comput. Oper. Res., 2019
Selective discrete particle swarm optimization for the team orienteering problem with time windows and partial scores.
Comput. Ind. Eng., 2019
A Mathematical Programming Model for the Green Mixed Fleet Vehicle Routing Problem with Realistic Energy Consumption and Partial Recharges.
Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019
Simulated annealing for the single-vehicle cyclic inventory routing problem.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Simulated Annealing for the Multi-Vehicle Cyclic Inventory Routing Problem.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
InSPeCT: Iterated Local Search for Solving Path Conditions.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
2018
ADOPT: Combining parameter tuning and Adaptive Operator Ordering for solving a class of Orienteering Problems.
Comput. Ind. Eng., 2018
An Essential Applied Statistical Analysis Course using RStudio with Project-Based Learning for Data Science.
Proceedings of the IEEE International Conference on Teaching, 2018
Instance-Specific Selection of AOS Methods for Solving Combinatorial Optimisation Problems via Neural Networks.
Proceedings of the Learning and Intelligent Optimization - 12th International Conference, 2018
2017
Well-tuned algorithms for the Team Orienteering Problem with Time Windows.
J. Oper. Res. Soc., 2017
2016
Orienteering Problem: A survey of recent variants, solution approaches and applications.
Eur. J. Oper. Res., 2016
Patrol scheduling in urban rail network.
Ann. Oper. Res., 2016
Designing and Comparing Multiple Portfolios of Parameter Configurations for Online Algorithm Selection.
Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016
An Intelligent System for Personalized Conference Event Recommendation and Scheduling.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
PRESS: PeRsonalized Event Scheduling recommender System (Demonstration).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
2015
Performance Based Contracting for the manufacturing industry by using integrated platform and dynamic pricing model.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015
An Iterated Local Search Algorithm for Solving the Orienteering Problem with Time Windows.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2015
Designing a Portfolio of Parameter Configurations for Online Algorithm Selection.
Proceedings of the Algorithm Configuration, 2015
2014
Second order-response surface model for the automated parameter tuning problem.
Proceedings of the 2014 IEEE International Conference on Industrial Engineering and Engineering Management, 2014
TRACCS: A Framework for Trajectory-Aware Coordinated Urban Crowd-Sourcing.
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014
Hybrid metaheuristics for solving the quadratic assignment problem and the generalized quadratic assignment problem.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014
2013
Master physician scheduling problem.
J. Oper. Res. Soc., 2013
2012
A hybridized Lagrangian relaxation and simulated annealing method for the course timetabling problem.
Comput. Oper. Res., 2012
2011
Fine-Tuning Algorithm Parameters Using the Design of Experiments Approach.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011
2008
A Hybrid Algorithm for the Quadratic Assignment Problem.
Proceedings of the 2008 International Conference on Scientific Computing, 2008
2006
A Mathematical Programming Model For A Timetabling Problem.
Proceedings of the 2006 International Conference on Scientific Computing, 2006