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The SCIP optimization suite 8.0
The SCIP Optimization Suite provides a collection of software packages for mathematical
optimization centered around the constraint integer programming framework SCIP. This …
optimization centered around the constraint integer programming framework SCIP. This …
Combinatorial optimization and reasoning with graph neural networks
Combinatorial optimization is a well-established area in operations research and computer
science. Until recently, its methods have focused on solving problem instances in isolation …
science. Until recently, its methods have focused on solving problem instances in isolation …
Enabling research through the SCIP optimization suite 8.0
The scip Optimization Suite provides a collection of software packages for mathematical
optimization centered around the constraint integer programming framework scip. The focus …
optimization centered around the constraint integer programming framework scip. The focus …
The SCIP optimization suite 9.0
The SCIP Optimization Suite provides a collection of software packages for mathematical
optimization, centered around the constraint integer programming (CIP) framework SCIP …
optimization, centered around the constraint integer programming (CIP) framework SCIP …
Branch-and-cut-and-price for the electric vehicle routing problem with time windows, piecewise-linear recharging and capacitated recharging stations
Abstract The Electric Vehicle Routing Problem with Time Windows, Piecewise-Linear
Recharging and Capacitated Recharging Stations aims to design minimum-cost routes for a …
Recharging and Capacitated Recharging Stations aims to design minimum-cost routes for a …
Learning to branch with tree mdps
State-of-the-art Mixed Integer Linear Programming (MILP) solvers combine systematic tree
search with a plethora of hard-coded heuristics, such as branching rules. While approaches …
search with a plethora of hard-coded heuristics, such as branching rules. While approaches …
Practical large-scale linear programming using primal-dual hybrid gradient
We present PDLP, a practical first-order method for linear programming (LP) that can solve
to the high levels of accuracy that are expected in traditional LP applications. In addition, it …
to the high levels of accuracy that are expected in traditional LP applications. In addition, it …
Branch-and-cut-and-price for multi-agent path finding
Abstract The Multi-Agent Path Finding problem aims to find a set of collision-free paths that
minimizes the total cost of all paths. The problem is extensively studied in artificial …
minimizes the total cost of all paths. The problem is extensively studied in artificial …
Mip-gnn: A data-driven framework for guiding combinatorial solvers
Mixed-integer programming (MIP) technology offers a generic way of formulating and
solving combinatorial optimization problems. While generally reliable, state-of-the-art MIP …
solving combinatorial optimization problems. While generally reliable, state-of-the-art MIP …
[HTML][HTML] (Global) optimization: historical notes and recent developments
Abstract Recent developments in (Global) Optimization are surveyed in this paper. We
collected and commented quite a large number of recent references which, in our opinion …
collected and commented quite a large number of recent references which, in our opinion …