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Data-Driven Chance Constrained Mixed Integer Nonlinear Bilevel Optimization via Copulas. [PDF]

open access: yesInd Eng Chem Res
Johnn SN   +5 more
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Decomposition Branching for Mixed Integer Programming

Operations Research, 2022
Applications of mixed integer programming can be found in many industries, such as transportation, healthcare, energy, and finance, and their economic impact is significant. It is also well known that mixed integer programs (MIPs) can be very difficult to solve.
Baris Yildiz 0001   +2 more
openaire   +3 more sources

Presolve Reductions in Mixed Integer Programming

INFORMS Journal on Computing, 2020
Mixed integer programming has become a very powerful tool for modeling and solving real-world planning and scheduling problems, with the breadth of applications appearing to be almost unlimited. A critical component in the solution of these mixed integer programs is a set of routines commonly referred to as presolve.
Tobias Achterberg   +4 more
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Mixed-integer programming for control

Proceedings of the 2005, American Control Conference, 2005., 2005
The article describes how mixed-integer programming (MIP) can be employed for feedback control. MIP can be used to find optimal trajectories subject to integer constraints, which can encode discrete decisions or nonconvexity, for example. This optimization can be performed online within model predictive control (MPC) to implement a feedback control law.
Richards, AG, How, JP
openaire   +1 more source

Structure Detection in Mixed-Integer Programs

INFORMS Journal on Computing, 2018
Despite vast improvements in computational power, many large-scale optimization problems involving integer variables remain difficult to solve. Certain classes, however, can be efficiently solved by exploiting special structure. One such structure is the singly bordered block-diagonal (BBD) structure that lends itself to Dantzig-Wolfe decomposition ...
Taghi Khaniyev   +2 more
openaire   +1 more source

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