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The SCIP optimization suite 5.0
A Gleixner, L Eifler, T Gally, G Gamrath, P Gemander… - 2017 - opus4.kobv.de
This article describes new features and enhanced algorithms made available in version 5.0
of the SCIP Optimization Suite. In its central component, the constraint integer programming …
of the SCIP Optimization Suite. In its central component, the constraint integer programming …
[HTML][HTML] Last fifty years of integer linear programming: a focus on recent practical advances
F Clautiaux, I Ljubić - European Journal of Operational Research, 2024 - Elsevier
Mixed-integer linear programming (MILP) has become a cornerstone of operations research.
This is driven by the enhanced efficiency of modern solvers, which can today find globally …
This is driven by the enhanced efficiency of modern solvers, which can today find globally …
Learning when to use a decomposition
M Kruber, ME Lübbecke, A Parmentier - … on AI and OR techniques in …, 2017 - Springer
Abstract Applying a Dantzig-Wolfe decomposition to a mixed-integer program (MIP) aims at
exploiting an embedded model structure and can lead to significantly stronger …
exploiting an embedded model structure and can lead to significantly stronger …
Accelerating process control and optimization via machine learning: A review
I Mitrai, P Daoutidis - arxiv preprint arxiv:2412.18529, 2024 - arxiv.org
Process control and optimization have been widely used to solve decision-making problems
in chemical engineering applications. However, identifying and tuning the best solution …
in chemical engineering applications. However, identifying and tuning the best solution …
[PDF][PDF] The SCIP optimization suite 4.0
SJ Maher, T Fischer, T Gally, G Gamrath, A Gleixner… - 2017 - opus4.kobv.de
The SCIP Optimization Suite is a powerful collection of optimization software that consists of
the branch-cut-and-price framework and mixed-integer programming solver SCIP, the linear …
the branch-cut-and-price framework and mixed-integer programming solver SCIP, the linear …
[หนังสือ][B] Integrated optimization in public transport planning
P Schiewe - 2020 - Springer
In times of growing urban populations and increasing environmental awareness, the
importance of public transport systems is increasing as well. Public transport provides an …
importance of public transport systems is increasing as well. Public transport provides an …
Decomposition of control and optimization problems by network structure: Concepts, methods, and inspirations from biology.
First, we point out that available decomposition-based control and optimization algorithms
are essentially based on some I block structure i in the underlying I network i topology of the …
are essentially based on some I block structure i in the underlying I network i topology of the …
A graph-based modeling abstraction for optimization: Concepts and implementation in plasmo. jl
We present a general graph-based modeling abstraction for optimization that we call an
OptiGraph. Under this abstraction, any optimization problem is treated as a hierarchical …
OptiGraph. Under this abstraction, any optimization problem is treated as a hierarchical …
High-multiplicity N-fold IP via configuration LP
N-fold integer programs (IPs) form an important class of block-structured IPs for which
increasingly fast algorithms have recently been developed and successfully applied. We …
increasingly fast algorithms have recently been developed and successfully applied. We …
DeLoop: Decomposition-based Long-term operational optimization of energy systems with time-coupling constraints
Long-term operational optimization of energy systems results in challenging, large-scale
problems. These large-scale problems can be directly decomposed into smaller …
problems. These large-scale problems can be directly decomposed into smaller …