Mathematical optimization in classification and regression trees. [PDF]
Top (Berl), 2021 Classification and regression trees, as well as their variants, are off-the-shelf methods in Machine Learning. In this paper, we review recent contributions within the Continuous Optimization and the Mixed-Integer Linear Optimization paradigms to develop
Carrizosa E +2 more
europepmc +7 more sources
Optim: A mathematical optimization package for Julia
Journal of Open Source Software, 2018 Optim provides a range of optimization capabilities written in the Julia programming language (Bezanson et al. 2017). Our aim is to enable researchers, users, and other Julia packages to solve optimization problems without writing such algorithms ...
P. K. Mogensen, A. N. Riseth
semanticscholar +3 more sources
Rigorous mathematical optimization of synthetic hepatic vascular trees. [PDF]
J R Soc Interface, 2022 In this paper, we introduce a new framework for generating synthetic vascular trees, based on rigorous model-based mathematical optimization. Our main contribution is the reformulation of finding the optimal global tree geometry into a nonlinear ...
Jessen E +3 more
europepmc +3 more sources
A MATHEMATICAL AID IN OPTIMIZING ENGINEERING DESIGNS [PDF]
Proceedings of the National Academy of Sciences, 1961 Clarence Zener
openalex +5 more sources
Inverse procedure for measuring piezoelectric material parameters using a single multi-electrode sample [PDF]
Journal of Sensors and Sensor Systems, 2023 An inverse measurement procedure for the determination of a full set of piezoelectric material parameters using a single sample is presented. The basis for the measurement procedure is a measurement of the frequency-dependent impedance of the sample.
L. Claes +7 more
doaj +1 more source
Modification of the double direction approach for solving systems of nonlinear equations with application to Chandrasekhar’s Integral equation [PDF]
Iranian Journal of Numerical Analysis and Optimization, 2022 This study aims to present an accelerated derivative-free method for solving systems of nonlinear equations using a double direction approach. The approach approximates the Jacobian using a suitably formed diag-onal matrix by applying the acceleration ...
A.I. Kiri, M.Y. Waziri, A.S. Halilu
doaj +1 more source
New Heuristic Local Search Method for University Course Timetabling [PDF]
مدیریت نوآوری و راهبردهای عملیاتی, 2023 Purpose: This paper presents a new two-phase method for solving the curriculum-based university course timetabling problem. A new metaheuristic approach is used in both phases of the new present method.Methodology: A feasible, high-quality solution is ...
Mohammad Sadegh Shiri +2 more
doaj +1 more source
Development of Stochastic Mathematical Models for the Prediction of Heavy Metal Content in Surface Waters Using Artificial Neural Network and Multiple Linear Regression [PDF]
E3S Web of Conferences, 2021 The principal purpose of this study is to build stochastic neuronal models, for the prediction of heavy metal, contents in the surface waters of the Oued Inaouen catchment area of the TAZA region, according to their Physico-chemical parameters; we have ...
El Chaal Rachid +1 more
doaj +1 more source
Adaptive Cut Selection in Mixed-Integer Linear Programming
Open Journal of Mathematical Optimization, 2023 Cutting plane selection is a subroutine used in all modern mixed-integer linear programming solvers with the goal of selecting a subset of generated cuts that induce optimal solver performance.
Turner, Mark +3 more
doaj +1 more source
Mathematical Optimization to Explore Tomorrow's Sustainable Diets: A Narrative Review. [PDF]
Adv Nutr, 2018 A sustainable diet is, by definition, nutritionally adequate, economically affordable, culturally acceptable, and environmentally respectful. Designing such a diet has to integrate different dimensions of diet sustainability that may not be compatible ...
Gazan R +5 more
europepmc +2 more sources