Magnus Önnheim

Showing 15 publications

2021

Multi-objective constrained Bayesian optimization for structural design

Alexandre Mathern, Olof Skogby Steinholtz, Anders Sjöberg et al
Structural and Multidisciplinary Optimization. Vol. 63 (2), p. 689-701
Journal article
2019

Reinforcement Learning Informed by Optimal Control

Magnus Önnheim, Pontus Andersson, Emil Gustavsson et al
Lecture Notes in Computer Science. Vol. 11731, p. 403-407
Paper in proceeding
2019

An Optimal Transport Approach to Monge–Ampère Equations on Compact Hessian Manifolds

Jakob Hultgren, Magnus Önnheim
Journal of Geometric Analysis
Journal article
2019

PROPAGATION OF CHAOS FOR A CLASS OF FIRST ORDER MODELS WITH SINGULAR MEAN FIELD INTERACTIONS

Magnus Önnheim, Robert Berman
SIAM Journal on Mathematical Analysis. Vol. 51 (1), p. 159-196
Journal article
2019

Architecture-Aware Bayesian Optimization for Neural Network Tuning

Anders Sjoberg, Magnus Önnheim, Emil Gustavsson et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11728, p. 220-231
Paper in proceeding
2018

Propagation of chaos, wasserstein gradient flows and toric Kähler-Einstein metrics

Robert Berman, Magnus Önnheim
Analysis and PDE. Vol. 11 (6), p. 1343-1380
Journal article
2017

Ergodic, primal convergence in dual subgradient schemes for convex programming, II: the case of inconsistent primal problems

Magnus Önnheim, Emil Gustavsson, Ann-Brith Strömberg et al
Mathematical Programming, Series A. Vol. 163 (1-2), p. 57-84
Journal article
2016

An Introduction to Continuous Optimization, 3rd edition

Niclas Andréasson, Anton Evgrafov, Michael Patriksson et al
Book
2014

Preventive maintenance scheduling of multi-component systems with interval costs

Emil Gustavsson, Michael Patriksson, Ann-Brith Strömberg et al
Computers and Industrial Engineering. Vol. 76, p. 390-400
Journal article
2013

Introduction to Continuous Optimization

Michael Patriksson, Niclas Andréasson, Anton Evgrafov et al
Book
2012

The opportunistic replacement problem: theoretical analyses and numerical tests

Torgny Almgren, Niclas Andréasson, Michael Patriksson et al
Mathematical Methods of Operations Research. Vol. 76 (3), p. 289-319
Journal article
2012

Preventive maintenance scheduling of multi-component systems with deterioration costs

Emil Gustavsson, Michael Patriksson, Ann-Brith Strömberg et al
Preprint
2012

The preventive maintenance scheduling problem with interval costs

Emil Gustavsson, Michael Patriksson, Ann-Brith Strömberg et al
Preprint
2012

Optimization models for improving periodic maintenance schedules by utilizing opportunities

Torgny Almgren, Niclas Andréasson, Myrna Palmgren et al
Proceedings of 4th Production and Operations Management World Conference, July 2012
Paper in proceeding

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Showing 1 research projects

1998–2022

Nonsmooth convex optimization—theory and solution methodology

Ann-Brith Strömberg Applied Mathematics and Statistics
Emil Gustavsson Mathematics
Michael Patriksson Applied Mathematics and Statistics
Magnus Önnheim Algebra and geometry
Naturvetenskapliga Forskningsrådet
Chalmers

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