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- research-articleJanuary 2025
An exact constraint programming method for the multi-manned assembly line balancing problem with assignment restrictions
Expert Systems with Applications: An International Journal (EXWA), Volume 259, Issue Chttps://doi.org/10.1016/j.eswa.2024.125294AbstractThis paper proposes an exact Constraint Programming (CP) method with an extensive focus on real-world constraints for the Multi-manned Assembly Line Balancing Problem with Assignment Restrictions (MALBP-AR). We perform an in-depth literature ...
Highlights- A MALBP with assignment restrictions related to transforming resources is presented.
- Development of an exact and competitive Constraint Programming (CP) model.
- Proposal of the most complete ARALBP model in the literature.
- ...
- research-articleJanuary 2025
A constraint programming approach for resource-constrained flexible assembly flow shop scheduling problem with batch direct delivery
Computers and Operations Research (CORS), Volume 173, Issue Chttps://doi.org/10.1016/j.cor.2024.106855AbstractProduction and distribution are both crucial components of supply chains. Integrated production and distribution scheduling (IPDS) in the context of flexible assembly flow shop scheduling and batch delivery problems is often overlooked. A ...
Highlights- A RCFAFSP-BDD inspired by a dishwasher plant is studied to fill a gap in the field.
- A MIP mathematical model is designed to formulate RCFAFSP-BDD.
- A new approach based on the constraint programming (CP) is proposed for the problem.
- research-articleNovember 2024
Hybridizing constraint programming and meta-heuristics for multi-mode resource-constrained multiple projects scheduling Problem
AbstractThe Multi-Mode Resource-Constrained Multiple Projects Scheduling Problem (MMRCMPSP) is an important combinatorial optimization problem for both real-world situations in industry and academic research. Its objective is to find the best schedule for ...
- research-articleOctober 2024
Investigating constraint programming and hybrid methods for real world industrial test laboratory scheduling
Journal of Scheduling (KLU-JOSH), Volume 27, Issue 6Pages 607–622https://doi.org/10.1007/s10951-024-00821-0AbstractIn this paper we deal with a complex real world scheduling problem closely related to the well-known Resource-Constrained Project Scheduling Problem (RCPSP). The problem concerns industrial test laboratories in which a large number of tests are ...
- research-articleNovember 2024
Crop planting layout optimization in sustainable agriculture: A constraint programming approach
Computers and Electronics in Agriculture (COEA), Volume 224, Issue Chttps://doi.org/10.1016/j.compag.2024.109162AbstractIn sustainable agriculture, intercropping systems represent a valuable approach. These systems involve placing mutually beneficial plant types in close proximity to each other, with the goal of exploiting biodiversity to reduce pesticide and ...
Highlights- We study the Crop Planting Layout Problem.
- We perform complexity analysis and use an Artificial Intelligence solving method.
- We present two constraint programming models with integer and interval variables.
- The computational ...
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- research-articleJune 2024
Capacity planning and scheduling for jobs with uncertainty in resource usage and duration
- Sunandita Patra,
- Mehtab Pathan,
- Mahmoud Mahfouz,
- Parisa Zehtabi,
- Wided Ouaja,
- Daniele Magazzeni,
- Manuela Veloso
The Journal of Supercomputing (JSCO), Volume 80, Issue 15Pages 22428–22461https://doi.org/10.1007/s11227-024-06282-8AbstractOrganizations around the world schedule jobs (programs) regularly to perform various tasks dictated by their end users. With the major movement toward using a cloud computing infrastructure, our organization follows a hybrid approach with both ...
- research-articleJuly 2024
Enhancing constraint programming via supervised learning for job shop scheduling
AbstractConstraint programming (CP) is a powerful technique for solving constraint satisfaction and optimization problems. In CP solvers, the variable ordering strategy used to select which variable to explore first in the solving process has a ...
Highlights- We propose a novel variable ordering strategy based on supervised learning.
- Our proposed method performs competitively when compared to existing methods.
- Hybridizing learning-based methods with domain-based methods is beneficial.
- ArticleJune 2024
Combining Heuristics and Constraint Programming for the Parallel Drone Scheduling Vehicle Routing Problem with Collective Drones
AbstractLast-mile delivery problems where trucks and drones collaborate to deliver goods to final customers are considered. We focus on settings where a fleet with several homogeneous trucks work in parallel to collaborative drones, able to combine with ...
- research-articleOctober 2024
Perception-based constraint solving for sudoku images
AbstractWe consider the problem of perception-based constraint solving, where part of the problem specification is provided indirectly through an image provided by a user. As a pedagogical example, we use the complete image of a Sudoku grid. While the ...
- research-articleOctober 2024
Mining diverse sets of patterns with constraint programming using the pairwise Jaccard similarity relaxation
AbstractIn recent years, pattern mining has evolved from a slow-moving, repetitive three-step process to a much more agile and iterative/user-centric mining model. A crucial element of this framework is the capability to rapidly provide a set of diverse ...
- research-articleSeptember 2024
Plotting: a case study in lifted planning with constraints
AbstractWe study a planning problem based on Plotting, a tile-matching puzzle video game published by Taito in 1989. The objective of this turn-based game is to remove a target number of coloured blocks from a grid by sequentially shooting blocks into the ...
- research-articleJuly 2024
The container premarshalling problem under limited crane time: A constraint programming approach
Computers and Operations Research (CORS), Volume 166, Issue Chttps://doi.org/10.1016/j.cor.2024.106635AbstractThis study addresses the premarshalling problem when the crane time is limited and a complete rearrangement of the bay is not possible. This issue has been neglected in the literature, but it is very common in practice. We show that the use of ...
Highlights- We address a novel problem: the premarshalling under limited crane time, CPMP-LCT.
- Computational evidence confirms the interest of the CPMP-LCT in practice.
- A constraint programming model is proposed for solving the CPMP-LCT.
- ...
- ArticleMay 2024
Acquiring Constraints for a Non-linear Transmission Maintenance Scheduling Problem
Integration of Constraint Programming, Artificial Intelligence, and Operations ResearchPages 34–50https://doi.org/10.1007/978-3-031-60597-0_3AbstractOver time, power network equipment can face defects and must be maintained to ensure transmission network reliability. Once a piece of equipment is scheduled to be withdrawn from the network, it becomes unavailable and can lead to power outages ...
- research-articleJuly 2024
A model-based approach for self-adaptive security in CPS: Application to smart grids
Journal of Systems Architecture: the EUROMICRO Journal (JOSA), Volume 150, Issue Chttps://doi.org/10.1016/j.sysarc.2024.103118AbstractSecurity risk assessment is an important challenge in the design of Cyber Physical Systems (CPS). Even more importantly, the intrinsically dynamical nature of these systems, due to changes in their environment, as well as evolutions in their ...
Highlights- We propose and implement a framework for self-adaptive security in CPS.
- Our approach involves Security Risk Assessment, taking into account QoS aspects.
- We formalize the on-line decision problem to be solved using Constraint ...
- research-articleApril 2024
Short-term underground mine planning with uncertain activity durations using constraint programming
Journal of Scheduling (KLU-JOSH), Volume 27, Issue 5Pages 423–439https://doi.org/10.1007/s10951-024-00808-xAbstractThe short-term scheduling of activities in underground mines is an important step in mining operations. This procedure is a challenging optimization problem since it deals with many resources and activities conducted in a confined working space. ...
- research-articleApril 2024
Exact algorithms for a parallel machine scheduling problem with workforce and contiguity constraints
Computers and Operations Research (CORS), Volume 163, Issue Chttps://doi.org/10.1016/j.cor.2023.106484AbstractWe address a real-world scheduling problem where the objective is to allocate a set of tasks to a set of machines and to a set of workers in such a way that the total weighted tardiness is minimized. Our case study encompasses four types of ...
Highlights- A real-world problem that includes a new concept of contiguity is studied.
- Methods using integer/constraint programming & Benders’ decomposition are proposed.
- A heterogeneous dataset is used to evaluate the performance of the ...
- research-articleFebruary 2024
Semiglobal exponential stability of the discrete-time Arrow-Hurwicz-Uzawa primal-dual algorithm for constrained optimization
Mathematical Programming: Series A and B (MPRG), Volume 208, Issue 1-2Pages 629–660https://doi.org/10.1007/s10107-023-02051-2AbstractWe consider the discrete-time Arrow-Hurwicz-Uzawa primal-dual algorithm, also known as the first-order Lagrangian method, for constrained optimization problems involving a smooth strongly convex cost and smooth convex constraints. We prove that, ...
- research-articleApril 2024
Network configuration distributed production scheduling problem: A constraint programming approach
Computers and Industrial Engineering (CINE), Volume 188, Issue Chttps://doi.org/10.1016/j.cie.2024.109916Highlights- Considering a two-echelon network with different shop configurations for factories.
- The factories have hybrid flow shop and flexible job shop configuration.
- Presenting a model to minimize the maximum completion time and ...
Nowadays, many massive factories are forced to distribute their products in several manufacturing units. This issue has caused the emergence of a novel category of problems called distributed production scheduling, which is vital in today's ...
- research-articleFebruary 2024
Fast scheduling of human-robot teams collaboration on synchronised production-logistics tasks in aircraft assembly
Robotics and Computer-Integrated Manufacturing (RCIM), Volume 85, Issue Chttps://doi.org/10.1016/j.rcim.2023.102620Highlights- Human-robot collaboration for synchronised production-logistics in aircraft assembly.
The deployment of human-robot teams (HRTs) promises to realise the potential of each team member regarding their distinct abilities and combines efficiency and flexibility in manufacturing operations. However, enabling effective ...
- research-articleJanuary 2024
Optimising the flight turnaround schedules: An improved sliding time windows approach based on MILP and CP models
Computers and Operations Research (CORS), Volume 161, Issue Chttps://doi.org/10.1016/j.cor.2023.106433AbstractThis paper addresses the scheduling of turnaround operations for flights in civil airports. A series of complex issues, including the heterogeneity of flights and operators, resource constraints on turnaround operations, temporal restrictions and ...
Highlights- MILP and CP formulations for the flight ground service scheduling problem.
- Joint consideration of complex features: multi-to-one services, multifunctional operator etc.
- Coverage of uncertainties and relative discussions.
- ...