A review and comparison of solvers for convex MINLP

J Kronqvist, DE Bernal, A Lundell… - Optimization and …, 2019 - Springer
In this paper, we present a review of deterministic software for solving convex MINLP
problems as well as a comprehensive comparison of a large selection of commonly …

Scope for industrial applications of production scheduling models and solution methods

I Harjunkoski, CT Maravelias, P Bongers… - Computers & Chemical …, 2014 - Elsevier
This paper gives a review on existing scheduling methodologies developed for process
industries. Above all, the aim of the paper is to focus on the industrial aspects of scheduling …

The SCIP optimization suite 8.0

K Bestuzheva, M Besançon, WK Chen… - arxiv preprint arxiv …, 2021 - arxiv.org
The SCIP Optimization Suite provides a collection of software packages for mathematical
optimization centered around the constraint integer programming framework SCIP. This …

Mixed-integer nonlinear optimization

P Belotti, C Kirches, S Leyffer, J Linderoth, J Luedtke… - Acta Numerica, 2013 - cambridge.org
Many optimal decision problems in scientific, engineering, and public sector applications
involve both discrete decisions and nonlinear system dynamics that affect the quality of the …

ANTIGONE: algorithms for continuous/integer global optimization of nonlinear equations

R Misener, CA Floudas - Journal of Global Optimization, 2014 - Springer
This manuscript introduces ANTIGONE, Algorithms for coNTinuous/Integer Global
Optimization of Nonlinear Equations, a general mixed-integer nonlinear global optimization …

Non-convex mixed-integer nonlinear programming: A survey

S Burer, AN Letchford - Surveys in Operations Research and Management …, 2012 - Elsevier
A wide range of problems arising in practical applications can be formulated as Mixed-
Integer Nonlinear Programs (MINLPs). For the case in which the objective and constraint …

Euclidean distance geometry and applications

L Liberti, C Lavor, N Maculan, A Mucherino - SIAM review, 2014 - SIAM
Euclidean distance geometry is the study of Euclidean geometry based on the concept of
distance. This is useful in several applications where the input data consist of an incomplete …

SCIP: Global optimization of mixed-integer nonlinear programs in a branch-and-cut framework

S Vigerske, A Gleixner - Optimization Methods and Software, 2018 - Taylor & Francis
This paper describes the extensions that were added to the constraint integer programming
framework SCIP in order to enable it to solve convex and nonconvex mixed-integer …

Computation offloading in multi-access edge computing: A multi-task learning approach

B Yang, X Cao, J Bassey, X Li… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Multi-access edge computing (MEC) has already shown great potential in enabling mobile
devices to bear the computation-intensive applications by offloading some computing jobs to …

Computing in operations research using Julia

M Lubin, I Dunning - INFORMS Journal on Computing, 2015 - pubsonline.informs.org
The state of numerical computing is currently characterized by a divide between highly
efficient yet typically cumbersome low-level languages such as C, C++, and Fortran and …