Emil Gustavsson

Visar 25 publikationer

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
Artikel i vetenskaplig tidskrift
2021

Natural language processing methods for knowledge management - Applying document clustering for fast search and grouping of engineering documents

Ívar Örn Arnarsson, Otto Frost, Emil Gustavsson et al
Concurrent Engineering Research and Applications. Vol. 29 (2), p. 142-152
Artikel i vetenskaplig tidskrift
2020

Modeling industrial engineering change processes using the design structure matrix for sequence analysis: a comparison of multiple projects

Ívar Örn Arnarsson, Emil Gustavsson, Mats Jirstrand et al
DESIGN SCIENCE. Vol. 6
Artikel i vetenskaplig tidskrift
2020

S-RASTER: contraction clustering for evolving data streams

Gregor Ulm, Simon Smith, Adrian Nilsson et al
Journal of Big Data. Vol. 7 (1)
Artikel i vetenskaplig tidskrift
2019

Supporting Knowledge Re-Use with Effective Searches of Related Engineering Documents - A Comparison of Search Engine and Natural Language-Based Processing Algorithms

Ívar Örn Arnarsson, Otto Frost, Emil Gustavsson et al
Proceedings of the International Conference on Engineering Design, ICED. Vol. 2019-August, p. 2597-2606
Paper i proceeding
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 i proceeding
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 i proceeding
2018

Analysis of Engineering Change Requests Using Markov Chains

Emil Gustavsson, Ívar Örn Arnarsson, Johan Malmqvist et al
Proceedings of International Design Conference, DESIGN. Vol. 2
Paper i proceeding
2018

Reinforcement learning in real-time geometry assurance

Emilio Jorge, Lucas Brynte, Constantin Cronrath et al
Procedia CIRP. Vol. 72, p. 1073-1078
Paper i proceeding
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
Artikel i vetenskaplig tidskrift
2017

Functional Federated Learning in Erlang

Gregor Ulm, Emil Gustavsson, Mats Jirstrand
Proceedings of the 5th Swedish Workshop on Data Science (SweDS 2017)
Poster (konferens)
2017

Purely Functional Federated Learning in Erlang

Gregor Ulm, Emil Gustavsson, Mats Jirstrand
Proceedings of the 29th Symposium on Implementation and Application of Functional Languages (IFL 2017), p. 160-167
Paper i proceeding
2017

Design Analytics is the Answer, But What Questions Would Product Developers Like to Have Answered?

Ívar Örn Arnarsson, Emil Gustavsson, Johan Malmqvist et al
21st International Conference on Engineering Design, ICED 2017, Vancouver, Canada, 21-25 August 2017. Vol. 7 (DS87-7), p. 71-80
Paper i proceeding
2016

Learning to Play Guess Who? and Inventing a Grounded Language as a Consequence.

Emilio Jorge, Mikael Kågebäck, Emil Gustavsson
Preprint
2016

An Introduction to Continuous Optimization, 3rd edition

Niclas Andréasson, Anton Evgrafov, Michael Patriksson et al
Bok
2016

Towards Big-Data Analysis of Deviation and Error Reports in Product Development Projects

Ívar Örn Arnarsson, Johan Malmqvist, Emil Gustavsson et al
Proceedings of NordDesign 2016, Trondheim, Norway, p. 83-92
Paper i proceeding
2015

Primal convergence from dual subgradient methods for convex optimization

Emil Gustavsson, Michael Patriksson, Ann-Brith Strömberg
Mathematical Programming, Series B. Vol. 150 (2), p. 365-390
Artikel i vetenskaplig tidskrift
2015

Scheduling tamping operations on railway tracks using mixed integer linear programming

Emil Gustavsson
EURO Journal on Transportation and Logistics. Vol. 4 (1), p. 97-112
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
2013

Introduction to Continuous Optimization

Michael Patriksson, Niclas Andréasson, Anton Evgrafov et al
Bok
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

Primal convergence from dual subgradient methods for convex optimization

Emil Gustavsson, Michael Patriksson, Ann-Brith Strömberg
Preprint

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Visar 2 forskningsprojekt

2011–2014

Utveckling av matematiska modeller och metoder för optimalt tillståndsbaserat underhåll, speciellt inom energiproduktion och energiintensiv industri

Ann-Brith Strömberg Tillämpad matematik och statistik
Emil Gustavsson Matematik
Michael Patriksson Tillämpad matematik och statistik
Energimyndigheten

1998–2022

Icke-differentierbar konvex optimering - teori och lösningsmetodik

Ann-Brith Strömberg Tillämpad matematik och statistik
Emil Gustavsson Matematik
Michael Patriksson Tillämpad matematik och statistik
Magnus Önnheim Algebra och geometri
Naturvetenskapliga Forskningsrådet
Chalmers

Det kan finnas fler projekt där Emil Gustavsson medverkar, men du måste vara inloggad som anställd på Chalmers för att kunna se dem.