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Optimization, systems theory

Part of the research area Applied mathematics

Latest publications

A hybrid machine-learning and optimization method to solve bi-level problems
Saeed Asadi Bagloee, Mohsen Asadi, Majid Sarvi, Michael Patriksson
Expert Systems with Applications, Journal article 2018
Journal article

Efficient solution of many instances of a simulation-based optimization problem utilizing a partition of the decision space
Zuzana Nedelkova, Peter Lindroth, Michael Patriksson, Ann-Brith Strömberg
Annals of Operations Research, Journal article 2017
Journal article

Minimization of water pumps' electricity usage: a machine-learning approach
S.A. Bagloee, M. Asadi, Michael Patriksson
Report 2017

Exact Gradients Improve Parameter Estimation in Nonlinear Mixed Effects Models with Stochastic Dynamics
Helga Kristin Olafsdottir, Jacob Leander, Mats Jirstrand
Journal of Pharmacokinetics and Pharmacodynamics. 44(Suppl 1): 11, Poster 2017

Moving Mesh and Image Registration in FEniCS
Jenny Larsson, Anders Logg, Klas Modin, Alexander Sehlström
Proceedings of 30th Nordic Seminar on Computational Mechanics – NSCM30. 25-27 October, 2017 Kgs. Lyngby, Denmark, Technical University of Denmark, Conference paper 2017
Conference paper

An Introduction to Continuous Optimization, 3rd edition
Niclas Andréasson, Anton Evgrafov, Michael Patriksson, Emil Gustavsson, Zuzana Nedelkova et al.
Lund, Studentlitteratur, Textbook 2016

An industrially validated CMM inspection process with sequence constraints
Raad Salman, Johan S Carlson, Fredrik Ekstedt, Domenico Spensieri, Johan Torstensson et al.
6th CIRP Conference on Assembly Technologies and Systems , Conference paper 2016
Conference paper

Integration of expert knowledge into radial basis function surrogate models
Zuzana Nedelkova, Peter Lindroth, Ann-Brith Strömberg, Michael Patriksson
Optimization and Engineering, Journal article 2016
Journal article

TyreOpt - Phase I
Zuzana Nedelkova
Göteborg, Chalmers University of Technology, Report 2016

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