The synergistic effect of operational research and big data analytics in greening container terminal operations: a review and future directions

DOI10.1016/j.ejor.2022.11.054OpenAlexW4310713478MaRDI QIDQ6113444

Ramin Raeesi, Navid Sahebjamnia, S. Afshin Mansouri

Publication date: 11 July 2023

Published in: European Journal of Operational Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ejor.2022.11.054

zbMATH Keywords

big dataanalyticsOR in maritime industrycontainer terminal operationsenvironmental considerations

Mathematics Subject Classification ID

Operations research and management science (90Bxx)

Cites Work

• Unnamed Item
• Conservative allocation models for outbound containers in container terminals
• Transport operations in container terminals: literature overview, trends, research directions and classification scheme
• Solving the container relocation problem by an improved greedy look-ahead heuristic
• A follow-up survey of berth allocation and quay crane scheduling problems in container terminals
• Tactical berth allocation under uncertainty
• Green scheduling of a two-machine flowshop: trade-off between makespan and energy consumption
• A set-partitioning-based model for the berth allocation problem under time-dependent limitations
• Container relocation problem with time windows for container departure
• Scheduling cranes at an indented berth
• Optimal berth allocation, time-variant quay crane assignment and scheduling with crane setups in container terminals
• Optimal policies for the berth allocation problem under stochastic nature
• Robust berth scheduling at marine container terminals via hierarchical optimization
• Approaches for solving the container stacking problem with route distance minimization and stack rearrangement considerations
• Simulation-based optimization for housekeeping in a container transshipment terminal
• On double cycling for container port productivity improvement
• On the abstraction method for the container relocation problem
• A biased random-key genetic algorithm for the container pre-marshalling problem
• Short-term space allocation for storage yard management in a transshipment hub port
• A Lagrangian relaxation-based heuristic for the multi-ship quay crane scheduling problem with ship stability constraints
• A new effective unified model for solving the pre-marshalling and block relocation problems
• Yard crane scheduling for container storage, retrieval, and relocation
• Multi-objective simultaneous stowage and load planning for a container ship with container rehandle in yard stacks
• Operational research and sustainable development: Tackling the social dimension
• Synergies of operations research and data mining
• A quantitative analysis of container vessel arrival planning strategies
• A survey of berth allocation and quay crane scheduling problems in container terminals
• Stowage planning for container ships to reduce the number of shifts
• Container terminal operation and operations research -- a classification and literature review
• A Benders decomposition-based framework for solving quay crane scheduling problems
• An adaptive large neighborhood search for the discrete and continuous berth allocation problem
• Exact methods for the quay crane scheduling problem when tasks are modeled at the single container level
• The block retrieval problem
• Sequencing dual-spreader crane operations: mathematical formulation and heuristic algorithm
• MIP approaches for the integrated berth allocation and quay crane assignment and scheduling problem
• Solving real-world sized container pre-marshalling problems with an iterative deepening branch-and-bound algorithm
• Real-time management of berth allocation with stochastic arrival and handling times
• New exact methods for the time-invariant berth allocation and quay crane assignment problem
• Carbon-efficient deployment of electric rubber-tyred gantry cranes in container terminals with workload uncertainty
• An integrated model for berth and yard planning in container terminals with multi-continuous berth layout
• Scheduling quay cranes and yard trucks for unloading operations in container ports
• The quay crane scheduling problem with non-crossing and safety clearance constraints: an exact solution approach
• Approximate the scheduling of quay cranes with non-crossing constraints
• An algorithm with performance guarantee for the online container relocation problem
• The study of the unidirectional quay crane scheduling problem: complexity and risk-aversion
• Opportunities and challenges in sustainable supply chain: an operations research perspective
• Integer programming models for the pre-marshalling problem
• The role of operational research in green freight transportation
• Transshipment of containers at a container terminal: An overview
• Synergies between operations research and data mining: the emerging use of multi-objective approaches
• Flexible space-sharing strategy for storage yard management in a transshipment hub port
• The berth allocation problem in terminals with irregular layouts
• A local-search based heuristic for the unrestricted block relocation problem
• Editorial: Business analytics: defining the field and identifying a research agenda
• A branch-and-cut algorithm for the restricted block relocation problem
• Solution approaches for storage loading problems with stacking constraints
• An exact algorithm for the unidirectional quay crane scheduling problem with vessel stability
• Integrated laycan and berth allocation and time-invariant quay crane assignment problem in tidal ports with multiple quays
• Joint optimization of container slot planning and truck scheduling for tandem quay cranes
• Smart stacking for import containers using customer information at automated container terminals
• Optimization for integrated scheduling of intelligent handling equipment with bidirectional flows and limited buffers at automated container terminals
• An exact algorithm for the unrestricted container relocation problem with new lower bounds and dominance rules
• A dynamic programming-based matheuristic for the dynamic berth allocation problem
• Combining mixed integer programming and constraint programming to solve the integrated scheduling problem of container handling operations of a single vessel
• Constraint programming models for integrated container terminal operations
• Robust optimization for premarshalling with uncertain priority classes
• An exact robust approach for the integrated berth allocation and quay crane scheduling problem under uncertain arrival times
• The block relocation problem with appointment scheduling
• Integrated scheduling of crane handling and truck transportation in a maritime container terminal
• An effective mathematical formulation for the unidirectional cluster-based quay crane scheduling problem
• A branch-and-price algorithm to solve the integrated berth allocation and yard assignment problem in bulk ports
• Storage yard operations in container terminals: literature overview, trends, and research directions
• An exact method for scheduling a yard crane
• Machine scheduling with soft precedence constraints
• Selecting algorithms for large berth allocation problems
• Optimizing pre-processing and relocation moves in the stochastic container relocation problem
• Straddle carrier routing at seaport container terminals in the presence of short term quay crane buffer areas
• An exact algorithm for the block relocation problem with a stowage plan
• The parallel stack loading problem minimizing the number of reshuffles in the retrieval stage
• Deep learning assisted heuristic tree search for the container pre-marshalling problem
• A new mixed integer program and extended look-ahead heuristic algorithm for the block relocation problem
• Tree search for the stacking problem
• Novel formulations and modeling enhancements for the dynamic berth allocation problem
• A branch and bound approach for large pre-marshalling problems
• Operations research at container terminals: a literature update
• Modeling and solution of the joint quay crane and truck scheduling problem
• Operational research from Taylorism to terabytes: a research agenda for the analytics age
• Pre-processing a container yard under limited available time
• A new dynamic shape adjustment and placement algorithm for 3D yard allocation problem with time dimension
• Efficient goods inspection demand at ports: a comparative forecasting approach

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