Amos Ng

Smart process planning of crankshaft machining through multiple objectives optimization

Kaveh Amouzgar, Wei Wang, Mahdi Eynian, Amos H. C. Ng

Procedia CIRP

2025. Article. https://doi.org/10.1016/j.procir.2025.03.018 Open Access

Industrial Oven Scheduling using Simulation-based Optimization and Artificial Intelligence

Siwei Fu, Amos H. C. Ng

23rd International Industrial Simulation Conference, ISC 2025

2025. Conference paper.

Integrating Motion Capture and Digital Human Modelling Tools for Evaluating Worker Ergonomics - A Case Study in a Medium Size Enterprise Assembly Station

Aitor Iriondo Pascual, Magnus Holm, Amos H. C. Ng, Filip Larsson, Jerry Olsson

Human-Computer Interaction: Thematic Area, HCI 2025, Held as Part of the 27th HCI International Conference, HCII 2025, Gothenburg, Sweden, June 22–27, 2025, Proceedings, Part III

2025. Conference paper. https://doi.org/10.1007/978-3-031-93845-0_25

Predictive model-based multi-objective optimization with life-long meta-learning for designing unreliable production systems

Ehsan Mahmoodi, Masood Fathi, Amos H. C. Ng, Alexandre Dolgui

Computers & Operations Research

2025. Article. https://doi.org/10.1016/j.cor.2025.107011 Open Access

Simulation-Based Knowledge-Driven Optimization for Efficient Production Sequencing in Hybrid Flow Shops

Ehsan Mahmoodi, Masood Fathi, Amos H. C. Ng, Amir Nourmohammadi

Procedia Computer Science

2025. Article. https://doi.org/10.1016/j.procs.2025.01.314 Open Access

Supporting Knowledge-Driven Optimization and Decision Support with a Graph Database: An Industrial Use Case

Ludwig Mittermeier, Amos H. C. Ng, Richard Senington, Tommy Fässberg, Daniel Johansson

23rd International Industrial Simulation Conference, ISC 2025

2025. Conference paper.

A Graph Database Approach for Supporting Knowledge-Driven and Simulation-Based Optimization in Industry and Academia

Ludwig Mittermeier, Amos H. C. Ng, Richard Senington, Manfred A. Jeusfeld

Simulation in Produktion und Logistik 2025

2025. Conference paper. https://doi.org/10.25368/2025.276 Open Access

Exploring prediction accuracy for optimal taxi times in airport operations using various machine learning models

Simon Okwir, Kaveh Amouzgar, Amos H. C. Ng

Journal of Air Transport Management

2025. Article. https://doi.org/10.1016/j.jairtraman.2024.102684 Open Access

Graph Databases for Group Decision Making in Industry: A Comprehensive Literature Review

Richard Senington, Amos H. C. Ng, Ludwig Mittermeier, Sunith Bandaru

IEEE Access

2025. Article, review. https://doi.org/10.1109/ACCESS.2025.3596632 Open Access

Simulation-based multi-objective optimization to support delivery performance decisions in harvest scheduling and transport

Karin Westlund, Amos H. C. Ng, Amir Nourmohammadi

International Journal of Forest Engineering

2025. Article. https://doi.org/10.1080/14942119.2025.2533083 Open Access

A Heuristic Approach for Flexible Transfer Line Balancing Problem

Pedram Beldar, Amir Nourmohammadi, Masood Fathi, Amos H. C. Ng

Procedia CIRP

2024. Article. https://doi.org/10.1016/j.procir.2024.10.219 Open Access

A System Architecture for Continuous Manufacturing Decision Support Using Knowledge Generated from Multi-Level Simulation-Based Optimization

Simon Lidberg, Amos H. C. Ng

Sustainable Production through Advanced Manufacturing, Intelligent Automation and Work Integrated Learning: Proceedings of the 11th Swedish Production Symposium (SPS2024)

2024. Conference paper. https://doi.org/10.3233/ATDE240168 Open Access

A framework for throughput bottleneck analysis using cloud-based cyber-physical systems in Industry 4.0 and smart manufacturing

Ehsan Mahmoodi, Masood Fathi, Morteza Ghobakhloo, Amos H. C. Ng

Procedia Computer Science

2024. Article. https://doi.org/10.1016/j.procs.2024.02.128 Open Access

Buffer Allocation in Remanufacturing Systems and its Applications in Aircraft Engine Maintenance, Repair, and Overhaul Industries

Ehsan Mahmoodi, Masood Fathi, Amos H. C. Ng

33rd EURO Conference 2024, Technical University of Denmark (DTU), Copenhagen, 30 Jun 2024 to 3 Jul 2024

2024. Conference paper, oral presentation with abstract.

Data-driven simulation-based decision support system for resource allocation in industry 4.0 and smart manufacturing

Ehsan Mahmoodi, Masood Fathi, Madjid Tavana, Morteza Ghobakhloo, Amos H. C. Ng

Journal of manufacturing systems

2024. Article. https://doi.org/10.1016/j.jmsy.2023.11.019 Open Access

Knowledge Graphs for Supporting Group Decision Making in Manufacturing Industries

Ludwig Mittermeier, Richard Senington, Sunith Bandaru, Amos H. C. Ng

Sustainable Production through Advanced Manufacturing, Intelligent Automation and Work Integrated Learning: Proceedings of the 11th Swedish Production Symposium (SPS2024)

2024. Conference paper. https://doi.org/10.3233/ATDE240189 Open Access

Balancing and scheduling human-robot collaborated assembly lines with layout and objective consideration

Amir Nourmohammadi, Masood Fathi, Amos H. C. Ng

Computers & industrial engineering

2024. Article. https://doi.org/10.1016/j.cie.2023.109775 Open Access

Mimer: A web-based tool for knowledge discovery in multi-criteria decision support

Henrik Smedberg, Sunith Bandaru, Maria Riveiro, Amos H. C. Ng

IEEE Computational Intelligence Magazine

2024. Article. https://doi.org/10.1109/MCI.2024.3401420

Analyzing Delivery Performance and Robustness of Wood Supply Chains Using Simulation-Based Multi-Objective Optimization

Karin Westlund, Amos H. C. Ng

Proceedings of the 2024 Winter Simulation Conference

2024. Conference paper. https://doi.org/10.1109/WSC63780.2024.10838762

An Enhanced Simulation-Based Multi-Objective Optimization Approach with Knowledge Discovery for Reconfigurable Manufacturing Systems

Carlos Alberto Barrera Diaz, Amir Nourmohammadi, Henrik Smedberg, Tehseen Aslam, Amos H. C. Ng

Mathematics

2023. Article. https://doi.org/10.3390/math11061527 Open Access

Special Issue: Digital Transformation Towards a Sustainable Human Centric and Resilient Production

Magnus Holm, Amos H. C. Ng, Dan Högberg, Anna Syberfeldt

2023. Editor (collection). Open Access

A digital twin based framework for detection, diagnosis, and improvement of throughput bottlenecks

Mahesh Kumbhar, Amos H. C. Ng, Sunith Bandaru

Journal of manufacturing systems

2023. Article. https://doi.org/10.1016/j.jmsy.2022.11.016 Open Access

Reproducible decision support for industrial decision making using a knowledge extraction platform on multi-objective optimization data

Simon Lidberg, Amos Ng

International Journal of Manufacturing Research

2023. Article. https://doi.org/10.1504/IJMR.2023.135645 Open Access

Multi-objective optimization of mixed-model assembly lines incorporating musculoskeletal risks assessment using digital human modeling

Amir Nourmohammadi, Amos H. C. Ng, Masood Fathi, Janneke Vollebregt, Lars Hanson

CIRP - Journal of Manufacturing Science and Technology

2023. Article. https://doi.org/10.1016/j.cirpj.2023.09.002 Open Access

Enabling Knowledge Discovery from Simulation-Based Multi-Objective Optimization in Reconfigurable Manufacturing Systems

Carlos Alberto Barrera Diaz, Henrik Smedberg, Sunith Bandaru, Amos H. C. Ng

Proceedings of the 2022 Winter Simulation Conference

2022. Conference paper. https://doi.org/10.1109/WSC57314.2022.10015335

Digital-twin-based decision support of dynamic maintenance task prioritization using simulation-based optimization and genetic programming

Marcus Frantzén, Sunith Bandaru, Amos H. C. Ng

Decision Analytics Journal

2022. Article. https://doi.org/10.1016/j.dajour.2022.100039 Open Access

Bottleneck Detection Through Data Integration, Process Mining and Factory Physics-Based Analytics

Mahesh Kumbhar, Amos H. C. Ng, Sunith Bandaru

SPS2022: Proceedings of the 10th Swedish Production Symposium

2022. Conference paper. https://doi.org/10.3233/ATDE220192 Open Access

A Knowledge Extraction Platform for Reproducible Decision-Support from Multi-Objective Optimization Data

Simon Lidberg, Marcus Frantzén, Tehseen Aslam, Amos H. C. Ng

SPS2022: Proceedings of the 10th Swedish Production Symposium

2022. Conference paper. https://doi.org/10.3233/ATDE220191 Open Access

The Current and Future Challenges for Virtual Commissioning and Digital Twins of Production Lines

Anton Lidell, Stefan Ericson, Amos H. C. Ng

SPS2022: Proceedings of the 10th Swedish Production Symposium

2022. Conference paper. https://doi.org/10.3233/ATDE220169 Open Access

Managing virtual factory artifacts in the extended PLM context

Iman Morshedzadeh, Amos H. C. Ng, Manfred A. Jeusfeld, Jan Oscarsson

Journal of Industrial Information Integration

2022. Article. https://doi.org/10.1016/j.jii.2022.100369 Open Access

SPS2022: Proceedings of the 10th Swedish Production Symposium

Amos H. C. Ng, Anna Syberfeldt, Dan Högberg, Magnus Holm

2022. Editor (conference proceedings). https://doi.org/10.3233/ATDE21 Open Access

Balancing and scheduling assembly lines with human-robot collaboration tasks

Amir Nourmohammadi, Masood Fathi, Amos H. C. Ng

Computers & Operations Research

2022. Article. https://doi.org/10.1016/j.cor.2021.105674 Open Access

A genetic algorithm for heterogenous human-robot collaboration assembly line balancing problems

Amir Nourmohammadi, Masood Fathi, Amos H. C. Ng, Ehsan Mahmoodi

Procedia CIRP

2022. Article. https://doi.org/10.1016/j.procir.2022.05.172 Open Access

Reconfiguration Assessment for Production Volume Changes Using Discrete-Event Simulation: A Large-Size Highly-Customized Product Case Study

Enrique Ruiz Zúñiga, Carlos Alberto Barrera Diaz, Andrés Del Riego Navarro, Amos H. C. Ng, Takayuki Hirose, Hideki Nomoto

SPS2022: Proceedings of the 10th Swedish Production Symposium

2022. Conference paper. https://doi.org/10.3233/ATDE220130 Open Access

Augmented Reality Approach for a User Interface in a Robotic Production System

Bernard Schmidt, Adrian Sánchez de Ocãna Torroba, Göran Grahn, Ingemar Karlsson, Amos H. C. Ng

SPS2022: Proceedings of the 10th Swedish Production Symposium

2022. Conference paper. https://doi.org/10.3233/ATDE220143 Open Access

Knowledge-Driven Multi-Objective Optimization for Reconfigurable Manufacturing Systems

Henrik Smedberg, Carlos Alberto Barrera Diaz, Amir Nourmohammadi, Sunith Bandaru, Amos H. C. Ng

Mathematical and Computational Applications

2022. Article. https://doi.org/10.3390/mca27060106 Open Access

Multi-objective optimisation of tool indexing problem: a mathematical model and a modified genetic algorithm

Kaveh Amouzgar, Amir Nourmohammadi, Amos H. C. Ng

International Journal of Production Research

2021. Article. https://doi.org/10.1080/00207543.2021.1897174 Open Access

Optimizing Reconfigurable Manufacturing Systems for Fluctuating Production Volumes: A Simulation-Based Multi-Objective Approach

Carlos Alberto Barrera Diaz, Tehseen Aslam, Amos H. C. Ng

IEEE Access

2021. Article. https://doi.org/10.1109/ACCESS.2021.3122239 Open Access

Optimizing reconfigurable manufacturing systems: A Simulation-based Multi-objective Optimization approach

Carlos Alberto Barrera Diaz, Masood Fathi, Tehseen Aslam, Amos H. C. Ng

Procedia CIRP

2021. Article. https://doi.org/10.1016/j.procir.2021.11.310 Open Access

Online Knowledge Extraction and Preference Guided Multi-Objective Optimization in Manufacturing

Ingemar Karlsson, Sunith Bandaru, Amos H. C. Ng

IEEE Access

2021. Article. https://doi.org/10.1109/ACCESS.2021.3123211 Open Access

Managing manufacturing data and information in product lifecycle management systems considering changes and revisions

Iman Morshedzadeh, Amos H. C. Ng, Manfred A. Jeusfeld

International Journal of Product Lifecycle Management

2021. Article. https://doi.org/10.1504/ijplm.2021.118041

Integrated locating in-house logistics areas and transport vehicles selection problem in assembly lines

Amir Nourmohammadi, Hamidreza Eskandari, Masood Fathi, Amos H. C. Ng

International Journal of Production Research

2021. Article. https://doi.org/10.1080/00207543.2019.1701207

Metamodel-based multi-objective optimization of a turning process by using finite element simulation

Kaveh Amouzgar, Sunith Bandaru, Tobias Andersson, Amos H. C. Ng

Engineering optimization (Print)

2020. Article. https://doi.org/10.1080/0305215X.2019.1639050 Open Access

Optimizing index positions on CNC tool magazines considering cutting tool life and duplicates

Kaveh Amouzgar, Amos H. C. Ng, Goran Ljustina

Procedia CIRP

2020. Article. https://doi.org/10.1016/j.procir.2020.03.044 Open Access

Simulation-based multi-objective optimization for reconfigurable manufacturing system configurations analysis

Carlos Alberto Barrera Diaz, Tehseen Aslam, Amos H. C. Ng, Erik Flores-García, Magnus Wiktorsson

Proceedings of the 2020 Winter Simulation Conference

2020. Conference paper. https://doi.org/10.1109/WSC48552.2020.9383902 Open Access

An improved genetic algorithm with variable neighborhood search to solve the assembly line balancing problem

Masood Fathi, Amir Nourmohammadi, Amos H. C. Ng, Anna Syberfeldt, Hamidreza Eskandari

Engineering computations

2020. Article. https://doi.org/10.1108/EC-02-2019-0053

Bringing together Lean and simulation: a comprehensive review

Ainhoa Goienetxea, Amos H. C. Ng, Matías Urenda Moris

International Journal of Production Research

2020. Article, review. https://doi.org/10.1080/00207543.2019.1643512 Open Access

Multi-Level Optimization with Aggregated Discrete-Event Models

Simon Lidberg, Tehseen Aslam, Amos H. C. Ng

Proceedings of the 2020 Winter Simulation Conference

2020. Conference paper. https://doi.org/10.1109/WSC48552.2020.9383990 Open Access

Optimizing real-world factory flows using aggregated discrete event simulation modelling: Creating decision-support through simulation-based optimization and knowledge-extraction

Simon Lidberg, Tehseen Aslam, Leif Pehrsson, Amos H. C. Ng

Flexible Services and Manufacturing Journal

2020. Article. https://doi.org/10.1007/s10696-019-09362-7 Open Access

A hybrid simulation-based optimization framework supporting strategic maintenance development to improve production performance

Gary Linnéusson, Amos H. C. Ng, Tehseen Aslam

European Journal of Operational Research

2020. Article. https://doi.org/10.1016/j.ejor.2019.08.036

Virtual Factories with Knowledge-Driven Optimization as a New Research Profile

Amos H. C. Ng, Sunith Bandaru

SPS2020: Proceedings of the Swedish Production Symposium, October 7–8, 2020

2020. Conference paper. https://doi.org/10.3233/ATDE200155 Open Access

Aircraft Assembly Ramp-Up Planning Using a Hybrid Simulation-Optimization Approach

Amos H. C. Ng, Jacob Bernedixen, Martin Andersson, Sunith Bandaru, Thomas Lezama

Proceedings - Winter Simulation Conference

2020. Conference paper. https://doi.org/10.1109/WSC48552.2020.9383887

Trend Mining 2.0: Automating the Discovery of Variable Trends in the Objective Space

Henrik Smedberg, Sunith Bandaru, Amos H. C. Ng, Kalyanmoy Deb

2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings

2020. Conference paper. https://doi.org/10.1109/CEC48606.2020.9185892

Trend Mining: A Visualization Technique to Discover Variable Trends in the Objective Space

Sunith Bandaru, Amos H. C. Ng

Evolutionary Multi-Criterion Optimization: 10th International Conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019, Proceedings

2019. Conference paper. https://doi.org/10.1007/978-3-030-12598-1_48

An optimization model for balancing assembly lines with stochastic task times and zoning constraints

Masood Fathi, Amir Nourmohammadi, Amos H. C. Ng, Anna Syberfeldt

IEEE Access

2019. Article. https://doi.org/10.1109/ACCESS.2019.2903738 Open Access

Introducing simulation and optimization in the Lean continuous improvement standards in an automotive company

Ainhoa Goienetxea Uriarte, Tommy Sellgren, Amos H. C. Ng, Matías Urenda Moris

Proceedings of the Winter Simulation Conference, Gothenburg, December 9-12, 2018

2019. Conference paper. https://doi.org/10.1109/WSC.2018.8632403

Management of virtual models with provenance information in the context of product lifecycle management: industrial case studies

Iman Morshedzadeh, Amos H. C. Ng, Kaveh Amouzgar

Product Lifecycle Management (Volume 4): The Case Studies

2019. Chapter in book. https://doi.org/10.1007/978-3-030-16134-7_13

Choosing efficient meta-heuristics to solve the assembly line balancing problem: A landscape analysis approach

Amir Nourmohammadi, Masood Fathi, Amos H. C. Ng

Procedia CIRP

2019. Article. https://doi.org/10.1016/j.procir.2019.03.302 Open Access

A Genetic Algorithm for Bi-Objective Assembly Line Balancing Problem

Amir Nourmohammadi, Masood Fathi, Enrique Ruiz Zúñiga, Amos H. C. Ng

Advances in Manufacturing Technology XXXIII: Proceedings of the 17th International Conference on Manufacturing Research, incorporating the 34th National Conference on Manufacturing Research, September 10–12, 2019, Queen’s University Belfast, UK

2019. Conference paper. https://doi.org/10.3233/ATDE190091

A framework for simulation based multi-objective optimization and knowledge discovery of machining process

Kaveh Amouzgar, Sunith Bandaru, Tobias J. Andersson, Amos H. C. Ng

The International Journal of Advanced Manufacturing Technology

2018. Article. https://doi.org/10.1007/s00170-018-2360-8 Open Access

Radial basis functions with a priori bias as surrogate models: A comparative study

Kaveh Amouzgar, Sunith Bandaru, Amos H. C. Ng

Engineering applications of artificial intelligence

2018. Article. https://doi.org/10.1016/j.engappai.2018.02.006

Parameter Tuning Evolutionary Algorithms for Runtime versus Cost Trade-off in a Cloud Computing Environment

Martin Andersson, Amos H. C. Ng

Simulation Modelling Practice and Theory

2018. Article. https://doi.org/10.1016/j.simpat.2018.10.003

Towards an industrial testbed for holistic virtual production development

Tehseen Aslam, Anna Syberfeldt, Amos Ng, Leif Pehrsson, Mathias Urenda-Moris

Advances in Manufacturing Technology XXXII: Proceedings of the 16th International Conference on Manufacturing Research, incorporating the 33rd National Conference on Manufacturing Research, September 11–13, 2018, University of Skövde, Sweden

2018. Conference paper. https://doi.org/10.3233/978-1-61499-902-7-369

Digital Twin: Applying emulation for machine reconditioning

Mikel Ayani, Maria Ganebäck, Amos H. C. Ng

Procedia CIRP

2018. Article. https://doi.org/10.1016/j.procir.2018.03.139 Open Access

Optimizing Cycle Time and Energy Efficiency of a Robotic Cell Using an Emulation Model

Mikel Ayani, Amos H. C. Ng, Martin Birtic

Advances in Manufacturing Technology XXXII: Proceedings of the 16th International Conference on Manufacturing Research, incorporating the 33rd National Conference on Manufacturing Research, September 11–13, 2018, University of Skövde, Sweden

2018. Conference paper. https://doi.org/10.3233/978-1-61499-902-7-411

An empirical comparison of metamodeling strategies in noisy environments

Sunith Bandaru, Amos H. C. Ng

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2018)

2018. Conference paper. https://doi.org/10.1145/3205455.3205509

Assembly Line Balancing Type-E with Technological Requirement: A Mathematical Model

Masood Fathi, Amir Nourmohammadi, Amos H. C. Ng

Advances in Manufacturing Technology XXXII: Proceedings of the 16th International Conference on Manufacturing Research, incorporating the 33rd National Conference on Manufacturing Research, September 11–13, 2018, University of Skövde, Sweden

2018. Conference paper. https://doi.org/10.3233/978-1-61499-902-7-183

Machine maintenance decision support system: A systematic literature review

Kanika Gandhi, Amos H. C. Ng

Advances in Manufacturing Technology XXXII: Proceedings of the 16th International Conference on Manufacturing Research, incorporating the 33rd National Conference on Manufacturing Research, September 11 – 13, 2018, Skövde, Sweden

2018. Conference paper. https://doi.org/10.3233/978-1-61499-902-7-349

Towards data mining based decision support in manufacturing maintenance

Kanika Gandhi, Bernard Schmidt, Amos H. C. Ng

Procedia CIRP

2018. Article. https://doi.org/10.1016/j.procir.2018.03.076 Open Access

Supporting the lean journey with simulation and optimization in the context of Industry 4.0

Ainhoa Goienetxea Uriarte, Amos H. C. Ng, Matías Urenda Moris

Procedia Manufacturing

2018. Article. https://doi.org/10.1016/j.promfg.2018.06.097 Open Access

Evaluating the impact of changes on a global supply chain using an iterative approach in a proof-of-concept model

Simon Lidberg, Tehseen Aslam, Leif Pehrsson, Amos H. C. Ng

Advances in Manufacturing Technology XXXII: Proceedings of the 16th International Conference on Manufacturing Research, incorporating the 33rd National Conference on Manufacturing Research, September 11–13, 2018, University of Skövde, Sweden

2018. Conference paper. https://doi.org/10.3233/978-1-61499-902-7-467

Using Aggregated Discrete Event Simulation Models and Multi-Objective Optimization to Improve Real-World Factories

Simon Lidberg, Leif Pehrsson, Amos H. C. Ng

Proceedings of the 2018 Winter Simulation Conference

2018. Conference paper. https://doi.org/10.1109/WSC.2018.8632337 Open Access

Quantitative analysis of a conceptual system dynamics maintenance performance model using multi-objective optimisation

Gary Linnéusson, Amos H. C. Ng, Tehseen Aslam

Journal of Simulation

2018. Article. https://doi.org/10.1080/17477778.2018.1467849 Open Access

Relating strategic time horizons and proactiveness in equipment maintenance: a simulation-based optimization study

Gary Linnéusson, Amos H. C. Ng, Tehseen Aslam

Procedia CIRP

2018. Article. https://doi.org/10.1016/j.procir.2018.03.219 Open Access

Towards strategic development of maintenance and its effects on production performance by using system dynamics in the automotive industry

Gary Linnéusson, Amos H. C. Ng, Tehseen Aslam

International Journal of Production Economics

2018. Article. https://doi.org/10.1016/j.ijpe.2018.03.024

Multi-level management of discrete event simulation models in a product lifecycle management framework

Iman Morshedzadeh, Jan Oscarsson, Amos H. C. Ng, Tehseen Aslam, Marcus Frantzén

Procedia Manufacturing

2018. Article. https://doi.org/10.1016/j.promfg.2018.06.059 Open Access

Product lifecycle management with provenance management and virtual models: an industrial use-case study

Iman Morshedzadeh, Jan Oscarsson, Amos H. C. Ng, Manfred A. Jeusfeld, Janne Sillanpaa

Procedia CIRP

2018. Article. https://doi.org/10.1016/j.procir.2018.03.157 Open Access

Reference point based evolutionary multi-objective optimization with dynamic resampling for production systems improvement

Amos H. C. Ng, Florian Siegmund, Kalyanmoy Deb

Journal of Systems and Information Technology

2018. Article. https://doi.org/10.1108/jsit-10-2017-0084

A linked data approach for the connection of manufacturing processes with production simulation models

Richard Senington, Fabian Baumeister, Amos Ng, Jan Oscarsson

Procedia CIRP

2018. Article. https://doi.org/10.1016/j.procir.2018.03.243 Open Access

Data mining methods for knowledge discovery in multi-objective optimization: Part A - Survey

Sunith Bandaru, Amos H. C. Ng, Kalyanmoy Deb

Expert systems with applications

2017. Article, review. https://doi.org/10.1016/j.eswa.2016.10.015

Data mining methods for knowledge discovery in multi-objective optimization: Part B - New developments and applications

Sunith Bandaru, Amos H. C. Ng, Kalyanmoy Deb

Expert systems with applications

2017. Article. https://doi.org/10.1016/j.eswa.2016.10.016

Improving the Material Flow of a Manufacturing Company via Lean, Simulation and Optimization

Ainhoa Goienetxea Uriarte, Amos H. C. Ng, Enrique Ruiz Zúñiga, Matías Urenda Moris

Proceedings of the International Conference on Industrial Engineering and Engineering Management, IEEM2017

2017. Conference paper. https://doi.org/10.1109/IEEM.2017.8290092

Lean, Simulation and Optimization: A maturity model

Ainhoa Goienetxea Uriarte, Amos H. C. Ng, Matias Urenda Moris, Mats Jägstam

Proceedings of the International Conference on Industrial Engineering and Engineering Management, IEEM2017

2017. Conference paper. https://doi.org/10.1109/IEEM.2017.8290105

How can decision makers be supported in the improvement of an emergency department?: A simulation, optimization and data mining approach

Ainhoa Goienetxea Uriarte, Enrique Ruiz Zúñiga, Matías Urenda Moris, Amos H. C. Ng

Operations Research for Health Care

2017. Article. https://doi.org/10.1016/j.orhc.2017.10.003 Open Access

Combining augmented reality and simulation-based optimization for decision support in manufacturing

Ingemar Karlsson, Jacob Bernedixen, Amos H. C. Ng, Leif Pehrsson

Proceedings of the 2017 Winter Simulation Conference

2017. Conference paper. https://doi.org/10.1109/WSC.2017.8248108

Justifying Maintenance Studying System Behavior: A Multipurpose Approach Using Multi-objective Optimization

Gary Linnéusson, Amos H. C. Ng, Tehseen Aslam

35th International Conference of the System Dynamics Society 2017: Cambridge, Massachusetts, USA 16 - 20 July 2017

2017. Conference paper.

Studying unbalanced workload and buffer allocation of production systems using multi-objective optimisation

Amos H. C. Ng, Sabry Shaaban, Jacob Bernedixen

International Journal of Production Research

2017. Article. https://doi.org/10.1080/00207543.2017.1362121

A Comparative Study of Fast Adaptive Preference-Guided Evolutionary Multi-objective Optimization

Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb

Evolutionary Multi-Criterion Optimization: 9th International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings

2017. Conference paper. https://doi.org/10.1007/978-3-319-54157-0_38

Towards Optimal Algorithmic Parameters for Simulation-Based Multi-Objective Optimization

Martin Andersson, Sunith Bandaru, Amos H. C. Ng

2016 IEEE Congress on Evolutionary Computation (CEC)

2016. Conference paper. https://doi.org/10.1109/CEC.2016.7748344

Tuning of Multiple Parameter Sets in Evolutionary Algorithms

Martin Andersson, Sunith Bandaru, Amos H. C. Ng

GECCO'16: Proceedings of the 2016 genetic and evolutionary computation conference

2016. Conference paper. https://doi.org/10.1145/2908812.2908899

Combining system dynamics and multi-objective optimization with design space reduction

Tehseen Aslam, Amos H. C. Ng

Industrial management & data systems

2016. Article. https://doi.org/10.1108/IMDS-05-2015-0215

Metamodel-based prediction of performance metrics for bilevel parameter tuning in MOEAs

Sunith Bandaru, Martin Andersson, Amos H. C. Ng

2016 IEEE Congress on Evolutionary Computation (CEC)

2016. Conference paper. https://doi.org/10.1109/CEC.2016.7744021

Dynamic maintenance priority of a real-world machining line

Marcus Frantzén, Magnus Holm, Anna Syberfeldt, Amos H. C. Ng, V. Karlsson, M. Bremert

Proceedings of the 7th Swedish Production Symposium

2016. Conference paper.

Lean, Simulation and Optimization: A Win-Win combination

Ainhoa Goienetxea Uriarte, Matías Urenda Moris, Amos H. C. Ng, Jan Oscarsson

Proceedings of the 2015 Winter Simulation Conference

2016. Conference paper. https://doi.org/10.1109/WSC.2015.7408335 Open Access

Investigating Maintenance Performance: A Simulation Study

Gary Linnéusson, Amos Ng, Tehseen Aslam

Proceedings of the 7th Swedish Production Symposium

2016. Conference paper.

Real World Data Identification and Classification for Support of Virtual Confidence

Iman Morshedzadeh, Jan Oscarsson, Amos H.C. Ng, Manfred A. Jeusfeld, Anders Jenefeldt

7th Swedish Production Symposium, Lund, Sweden, October 25-27, 2016

2016. Conference paper.

Innovative Design and Analysis of Production Systems by Multi-objective Optimization and Data Mining

Amos H.C. Ng, Sunith Bandaru, Marcus Frantzén

Procedia CIRP

2016. Article. https://doi.org/10.1016/j.procir.2016.04.159 Open Access

Towards Automated Multi-Objective Rule Extraction

Leif Pehrsson, Ingemar Karlsson, Amos H. C. Ng

Proceedings of the 2016 European Simulation and Modelling Conference

2016. Conference paper.

Automatic identification of constraints and improvement actions in production systems using multi-objective optimization and post-optimality analysis

Leif Pehrsson, Amos H. C. Ng, Jacob Bernedixen

Journal of manufacturing systems

2016. Article. https://doi.org/10.1016/j.jmsy.2016.02.001

A Ranking and Selection Strategy for Preference-based Evolutionary Multi-objective Optimization of Variable-Noise Problems

Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb

2016 IEEE Congress on Evolutionary Computation (CEC)

2016. Conference paper. https://doi.org/10.1109/CEC.2016.7744173

Hybrid Dynamic Resampling Algorithms for Evolutionary Multi-objective Optimization of Invariant-Noise Problems

Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb

Applications of Evolutionary Computation: 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 – April 1, 2016, Proceedings, Part II

2016. Conference paper. https://doi.org/10.1007/978-3-319-31153-1_21

Parameter tuned CMA-ES on the CEC'15 expensive problems

Martin Andersson, Sunith Bandaru, Amos H. C. Ng, Anna Syberfeldt

2015 IEEE Congress on Evolutionary Computation (CEC): Proceedings, 25-28 May 2015, Sendai, Japan

2015. Conference paper. https://doi.org/10.1109/CEC.2015.7257124

Parameter Tuning of MOEAs Using a Bilevel Optimization Approach

Martin Andersson, Sunith Bandaru, Amos H. C. Ng, Anna Syberfeldt

Evolutionary Multi-Criterion Optimization: 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part I

2015. Conference paper. https://doi.org/10.1007/978-3-319-15934-8_16

Strategy evaluation using system dynamics and multi-objective optimization for an internal supply chain

Tehseen Aslam, Amos H.C. Ng

Proceedings of the 2015 Winter Simulation Conference

2015. Conference paper. https://doi.org/10.1109/WSC.2015.7408318

Generalized higher-level automated innovization with application to inventory management

Sunith Bandaru, Tehseen Aslam, Amos Ng, Kalyanmoy Deb

European Journal of Operational Research

2015. Article. https://doi.org/10.1016/j.ejor.2014.11.015

On the scalability of meta-models in simulation-based optimization of production systems

Sunith Bandaru, Amos H. C. Ng

Proceedings of the 2015 Winter Simulation Conference

2015. Conference paper. https://doi.org/10.1109/WSC.2015.7408523

Simulation-based multi-objective bottleneck improvement: Towards an automated toolset for industry

Jacob Bernedixen, Amos H. C. Ng, Leif Pehrsson, Tobias Antonsson

Proceedings of the 2015 Winter Simulation Conference

2015. Conference paper. https://doi.org/10.1109/WSC.2015.7408331

R-HV: A Metric for Computing Hyper-volume for Reference Point-based EMOs

Kalyanmoy Deb, Florian Siegmund, Amos H. C. Ng

Swarm, Evolutionary, and Memetic Computing: 5th International Conference, SEMCCO 2014, Bhubaneswar, India, December 18-20, 2014, Revised Selected Papers

2015. Chapter in book. https://doi.org/10.1007/978-3-319-20294-5_9

Post-analysis of multi-objective optimization solutions using decision trees

Catarina Dudas, Amos H. C. Ng, Henrik Boström

Intelligent Data Analysis

2015. Article. https://doi.org/10.3233/IDA-150716

Production simulation education using rapid modeling and optimization: Successful studies

Marcus Frantzén, Amos H. C. Ng

Proceedings of the 2015 Winter Simulation Conference

2015. Conference paper. https://doi.org/10.1109/WSC.2015.7408512

System design and improvement of an emergency department using Simulation-Based Multi-Objective Optimization

Ainhoa Goienetxea Uriarte, Enrique Ruiz Zúñiga, Matías Urenda Moris, Amos H. C. Ng

Journal of Physics, Conference Series

2015. Article. https://doi.org/10.1088/1742-6596/616/1/012015 Open Access

An interactive decision support system using simulation-based optimization and data mining

Ingemar Karlsson, Amos H. C. Ng, Anna Syberfeldt, Sunith Bandaru

Proceedings of the 2015 Winter Simulation Conference

2015. Conference paper. https://doi.org/10.1109/WSC.2015.7408325

Optimal Maintenance Resources Allocation Using Automated Simulation-based Optimisation and Data Management

Amos H.C. Ng, Anders Skoogh, Dan Lämkull

Simulation in Production and Logistics 2015

2015. Conference paper.

Aggregated line modeling for simulation and optimization of manufacturing systems

Leif Pehrsson, Marcus Frantzén, Tehseen Aslam, Amos H. C. Ng

Proceedings of the 2015 Winter Simulation Conference

2015. Conference paper. https://doi.org/10.1109/WSC.2015.7408522

Dynamic Resampling for Preference-based Evolutionary Multi-Objective Optimization of Stochastic Systems

Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb

23rd International Conference on Multiple Criteria Decision Making MCDM 2015, August 3-7, 2015, Hamburg, Germany

2015. Conference paper, oral presentation with abstract. Open Access

Hybrid Dynamic Resampling for Guided Evolutionary Multi-Objective Optimization

Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb

Evolutionary Multi-Criterion Optimization: 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part I

2015. Conference paper. https://doi.org/10.1007/978-3-319-15934-8_25

Multi-Objective Evolutionary Optimization of Personnel Scheduling

Anna Syberfeldt, Martin Andersson, Amos Ng, Victor Bengtsson

International Journal of Artificial Intelligence & Applications

2015. Article. https://doi.org/10.5121/ijaia.2015.6103 Open Access

Evolutionary Simulation Optimization of Personnel Scheduling

Martin Andersson, Anna Syberfeldt, Amos Ng, Victor Bengtsson

12th International Industrial Simulation Conference 2014: ISC'2014

2014. Conference paper. Open Access

Multi-objective Optimization and Analysis of the Inventory Management Model

Tehseen Aslam, Amos H. C. Ng, Sunith Bandaru

Proceedings of the 2014 Summer Simulation Multiconference

2014. Conference paper.

Integrating system dynamics and multi-objective optimisation for manufacturing supply chain analysis

Tehseen Aslam, Amos H. C. Ng, Ingemar Karlsson

International Journal of Manufacturing Research

2014. Article. https://doi.org/10.1504/IJMR.2014.059598

On the Performance of Classification Algorithms for Learning Pareto-Dominance Relations

Sunith Bandaru, Amos Ng, Kalyanmoy Deb

Proceedings of the 2014 IEEE Congress on Evolutionary Computation (CEC)

2014. Conference paper. https://doi.org/10.1109/CEC.2014.6900641

Practical Production Systems Optimization Using Multiple-Choice Sets and Manhattan Distance based Constraints Handling

Jacob Bernedixen, Amos H. C. Ng

12th International Industrial Simulation Conference 2014: ISC'2014

2014. Conference paper. Open Access

Integration of data mining and multi-objective optimisation for decision support in production system development

Catarina Dudas, Amos H.C. Ng, Leif Pehrsson, Henrik Boström

International journal of computer integrated manufacturing (Print)

2014. Article. https://doi.org/10.1080/0951192X.2013.834481

Improved system design of an emergency department through simulation-based multiobjective-optimization

Ainhoa Goienetxea Uriarte, Enrique Ruiz Zúñiga, Matías Urenda Moris, Amos H. C. Ng, Catarina Karlberg, Pierre Wallqvist

6th edition of the modeFRONTIER International Users' Meeting Conference. Trieste, Italy, May 12-13, 2014

2014. Conference paper, oral presentation with abstract.

An Interactive, Cloud-Based Simulation Optimization System for Knowledge Discovery and Decision Support In Manufacturing

Ingemar Karlsson, Amos H. C. Ng, Tehseen Aslam, Catarina Dudas

Proceedings of the sixth Swedish Production Symposium, 2014

2014. Conference paper.

Interactive and Intelligent Decision Support in Manufacturing using Simulation Based Innovization and Cloud Computing

Ingemar Karlsson, Amos Ng, Anna Syberfeldt

12th International Industrial Simulation Conference 2014: ISC'2014

2014. Conference paper. Open Access

What Does Multi-Objective Optimization Have to Do with Bottleneck Improvement of Production Systems?

Amos H. C. Ng, Jacob Bernedixen, Leif Pehrsson

Proceedings of The 6^th International Swedish Production Symposium 2014

2014. Conference paper. Open Access

Aggregated Discrete Event Modelling for Simulation and Optimisation of Manufacturing Systems

Leif Pehrsson, Simon Lidberg, Marcus Frantzén, Tehseen Aslam, Amos Ng

12th International Industrial Simulation Conference 2014: ISC'2014

2014. Conference paper. Open Access

Interleaving Innovization with Evolutionary Multi-Objective Optimization in Production System Simulation for Faster Convergence

Amos H. C. Ng, Catarina Dudas, Henrik Boström, Deb Kalyanmoy

Learning and Intelligent Optimization: 7th International Conference, LION 7, Catania, Italy, January 7-11, 2013, Revised Selected Papers

2013. Chapter in book. https://doi.org/10.1007/978-3-642-44973-4_1

Decision-making in conceptual AGV systems design using simulation-based optimization

Leif Pehrsson, Amos H. C. Ng

Proceedings of Industrial Simulation Conference, May 22-24, Ghent, Belgium

2013. Conference paper.

Sectioned Walking Worker Lines with Loop Balancing

Leif Pehrsson, Amos H. C. Ng, Jacob Bernedixen, David Stockton

ISC 2013, Industrial Simulation Conference, May 22-24, 2013, Ghent University, Ghent, Belgium

2013. Conference paper.

Industrial cost modelling and multi-objective optimisation for decision support in production systems development

Leif Pehrsson, Amos H. C. Ng, David Stockton

Computers & industrial engineering

2013. Article. https://doi.org/10.1016/j.cie.2013.08.011

Dynamic Resampling for Guided Evolutionary Multi-Objective Optimization of Stochastic Systems

Florian Siegmund, Kalyanmoy Deb, Alexander Karlsson, Amos H. C. Ng

22nd International Conference on Multiple Criteria Decision Making 2013, 17-21 June 2013, Málaga, Spain

2013. Conference paper, oral presentation with abstract.

Adaptive Guided Evolutionary Multi-Objective Optimization

Florian Siegmund, Kalyanmoy Deb, Amos H. C. Ng

22nd International Conference on Multiple Criteria Decision Making 2013, 17-21 June 2013, Málaga, Spain

2013. Conference paper, oral presentation with abstract.

A Comparative Study of Dynamic Resampling Strategies for Guided Evolutionary Multi-Objective Optimization

Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb

2013 IEEE Congress on Evolutionary Computation, CEC 2013

2013. Conference paper. https://doi.org/10.1109/CEC.2013.6557782

A web-based platform for the simulation-optimization of industrial problems

Anna Syberfeldt, Ingemar Karlsson, Amos Ng, Joakim Svantesson, Torgny Almgren

Computers & industrial engineering

2013. Article. https://doi.org/10.1016/j.cie.2013.01.008

Integrating System Dynamics and Multi-Objective Optimization for Manufacturing Supply Chain Analysis

Tehseen Aslam, Amos H. C. Ng, Ingemar Karlsson

Proceedings of the 5th Swedish Production symposium (SPS'12)

2012. Conference paper.

Integrated Modeling and Application of Standardized Data Schema

Mosharraf Hossain, Natalia Harari, Daniel Semere, Pär Mårtensson, Amos. H. C. Ng, Martin Andersson

Proceedings of the 5th Swedish Production Symposium (SPS 12)

2012. Conference paper. Open Access

A comparative study of production control mechanisms using simulation-based multi-objective optimisation

Amos H. C. Ng, Jacob Bernedixen, Anna Syberfeldt

International Journal of Production Research

2012. Article. https://doi.org/10.1080/00207543.2010.538741

Knowledge Discovery in Production simulation By Interleaving Multi-Objective Optimization and Data Mining

Amos H. C. Ng, Catarina Dudas, Leif Pehrsson, Kalyanmoy Deb

Proceedings of the SPS12 conference 2012

2012. Conference paper.

Reference point-based evolutionary multi-objective optimization for industrial systems simulation

Florian Siegmund, Jacob Bernedixen, Leif Pehrsson, Amos H. C. Ng, Kalyanmoy Deb

Proceedings of the 2012 Winter Simulation Conference (WSC)

2012. Conference paper. https://doi.org/10.1109/WSC.2012.6465130

Finding a preferred diverse set of Pareto-optimal solutions for a limited number of function calls

Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb

2012 IEEE Congress on Evolutionary Computation

2012. Conference paper. https://doi.org/10.1109/CEC.2012.6256654

Diseño Y Análisis De Sistemas Productivos Utilizando La Optimización Mediante Simulación Basado En Internet

Matías Urenda Moris, Amos H. C. Ng, Jacob Bernedixen, Ainhoa Goienetxea

Ingenieria Industrial

2012. Article. Open Access

Multi-objective Optimisation in Manufacturing Supply Chain Systems Design: A Comprehensive Survey and New Directions

Tehseen Aslam, Philip Hedenstierna, Amos H. C. Ng, Lihui Wang

Multi-objective Evolutionary Optimisation for Product Design and Manufacturing

2011. Chapter in book. https://doi.org/10.1007/978-0-85729-652-8_2

Optimal Buffer Allocation for Semi-synchronized Automotive Assembly Lines using Simulation-based Multi-objective Optimization

Jacob Bernedixen, Amos H.C. Ng

Proceedings of the 9th Industrial Simulation Conference

2011. Conference paper.

A synergy of multi-objective optimization and data mining for the analysis of a flexible flow shop

Catarina Dudas, Marcus Frantzén, Amos H.C. Ng

Robotics and Computer-Integrated Manufacturing

2011. Article. https://doi.org/10.1016/j.rcim.2010.12.005

Simulation-based innovization for manufacturing systems analysis using data mining and visual analytics

Catarina Dudas, Philip Hedenstierna, Amos H. C. Ng

Proceedings of the 4th Swedish Production Symposium

2011. Conference paper.

A simulation-based scheduling system for real-time optimization and decision making support

Marcus Frantzén, Amos H. C. Ng, Philip Moore

Robotics and Computer-Integrated Manufacturing

2011. Article. https://doi.org/10.1016/j.rcim.2010.12.006

Operation Sequence Optimization using an extended Virtual Manufacturing tool

Mohammad Givehchi Yazdi, Amos H. C. Ng, Lihui Wang

Proceedings of the 4th Swedish Production Symposium

2011. Conference paper.

An Evolutionary Operation Sequence Optimization Tool for Robotic Spot Welding Based on Collision-Free Path Planner in Virtual Manufacturing

Mohammad Givehchi, Amos Ng, Lihui Wang

Proceedings of NAMRI/SME

2011. Conference paper.

Evolutionary optimization of robotic assembly operation sequencing with collision-free paths

Mohammad Givehchi, Amos Ng, Lihui Wang

Journal of manufacturing systems

2011. Article. https://doi.org/10.1016/j.jmsy.2011.08.003

Spot-welding sequence planning and optimization using a hybrid rule-based approach and genetic algorithm

Mohammad Givehchi, Amos H. C. Ng, Lihui Wang

Robotics and Computer-Integrated Manufacturing

2011. Article. https://doi.org/10.1016/j.rcim.2010.12.008

Dynamic implications of customer order decoupling point positioning

Philip Hedenstierna, Amos H.C. Ng

Journal of Manufacturing Technology Management

2011. Article. https://doi.org/10.1108/17410381111177476

Factory flow design and analysis using internet-enabled simulation-based optimization and automatic model generation

Amos Ng, Jacob Bernedixen, Matias Urenda Moris, Mats Jägstam

Proceedings of the 2011 Winter Simulation Conference

2011. Conference paper. https://doi.org/10.1109/WSC.2011.6147930

Simulation-Based Innovization Using Data Mining for Production Systems Analysis

Amos H. C. Ng, Catarina Dudas, Johannes Nießen, Kalyanmoy Deb

Multi-objective Evolutionary Optimisation for Product Design and Manufacturing

2011. Chapter in book. https://doi.org/10.1007/978-0-85729-652-8_15

Improving Factory Productivity and Energy Efficiency Through Holistic Simulation Optimisation

Amos Ng, Mats Jägstam, Leif Pehrsson, Kalyanmoy Deb

The 21st International Conference on Multiple Criteria Decision Making

2011. Conference paper.

An Applied Framework for simulation-based multi-objective optimisation within production system development

Leif Pehrsson, Amos. H.C. Ng

Proceedings of the 9th Industrial Simulation Conference

2011. Conference paper.

Multi-objective production system optimisation including investment and running costs

Leif Pehrsson, Amos H. C. Ng, Jacob Bernedixen

Proceedings of the 4th Swedish Production Symposium, SPS11, May 3-5, Lund, Sweden

2011. Conference paper.

Multi-objective Production Systems Optimisation with Investment and Running Cost

Leif Pehrsson, Amos H. C. Ng, Jacob Bernedixen

Multi-objective Evolutionary Optimisation for Product Design and Manufacturing

2011. Chapter in book. https://doi.org/10.1007/978-0-85729-652-8_16

An Industrial Case Study of Web-based Simulation-Optimization

Anna Syberfeldt, Ingemar Karlsson, Amos Ng

Proceedings of the 9th Industrial Simulation Conference

2011. Conference paper.

Diseño Y Análisis De Sistemas Productivos Utilizando La Optimización Mediante Simulación Basado En Internet

Matías Urenda Moris, Amos H. C. Ng, Jacob Bernedixen, Ainhoa Goienetxea Uriarte

IX Congreso Chileno de Investigación Operativa, OPTIMA 2011, Universidad de La Frontera, Temuco, Chile, October 26-29

2011. Conference paper.

Multi-objective Evolutionary Optimisation for Product Design and Manufacturing

Lihui Wang, Amos H. C. Ng, Kalyanmoy Deb

2011. Editor (collection). https://doi.org/10.1007/978-0-85729-652-8

Agent-based Simulation and Simulation-based Optimisation for Supply Chain Management

Tehseen Aslam, Amos Ng

Enterprise Networks and Logistics for Agile Manufacturing

2010. Chapter in book. https://doi.org/10.1007/978-1-84996-244-5_11

Multi Objective Optimization for Supply Chain Management based on an Agent Based Framework

Tehseen Aslam, Amos H. C. Ng

20th International Conference on Flexible Automation and Intelligent Manufacturing 2010 (FAIM 2010): Volume 1 of 2

2010. Conference paper.

Multi-Objective Optimization for Supply Chain Management: A Literature Review and New Development

Tehseen Aslam, Amos H. C. Ng

SCMIS 2010 - Proceedings of 2010 8th International Conference on Supply Chain Management and Information Systems: Logistics Systems and Engineering

2010. Conference paper.

The Information Fusion JDL-U model as a reference model for Virtual Manufacturing

Leo J. De Vin, Magnus Holm, Amos H.C. Ng

Robotics and Computer-Integrated Manufacturing

2010. Article. https://doi.org/10.1016/j.rcim.2010.07.002

Frequent Itemset Mining to Generate Initial Solutions for Simulation-Based Optimization of Warehouse Product Placement

Catarina Dudas, Tehseen Aslam, Amos Ng

SCMIS 2010: Proceedings of the 8th International Conference on Supply Chain Management and Information Systems (Conference Theme: Logistics Systems and Engineering) 6th-8th October 2010 Hong Kong, China

2010. Conference paper.

Simulation-Based Innovization for the Analysis of a Machining Line

Catarina Dudas, Marcus Frantzén, Amos Ng

20th International Conference on Flexible Automation and Intelligent Manufacturing 2010 (FAIM 2010): Volume 1 of 2

2010. Conference paper.

A case study of applying simulation-based optimisation to a real-world scheduling problem

Marcus Frantzén, Amos Ng

ORbit

2010. Article.

A Scheduling System for Real-Time Decision Making Support Using Simulation-Based Optimization

Marcus Frantzén, Amos Ng, Philip Moore

20th International Conference on Flexible Automation and Intelligent Manufacturing 2010 (FAIM 2010): Volume 2 of 2

2010. Conference paper.

An Integrated Approach to Spot Welding Sequence Planning and Optimization

Mohammad Givehchi, Amos Ng, Lihui Wang

Proceedings of the ASME 2010 International Manufacturing Science and Engineering Conference: Volume 2

2010. Conference paper. https://doi.org/10.1115/MSEC2010-34049

On the placement of the customer order decoupling point

Philip Hedenstierna, Amos H. C. Ng

Proceedings of 2010 8th International Conference on Supply Chain Management and Information Systems: Logistics Systems and Engineering

2010. Conference paper.

Evolutionary optimisation of noisy multi-objective problems using confidence-based dynamic resampling

Anna Syberfeldt, Amos Ng, Robert I. John, Philip Moore

European Journal of Operational Research

2010. Article. https://doi.org/10.1016/j.ejor.2009.11.003

International Journal of Sustainable Engineering: Selected Papers from FAIM 2008, the 18th International Conference on Flexible Automation and Intelligent Manufacturing

Leo J. De Vin, Amos H. C. Ng

2009. Editor (collection).

Robotics and Computer-Integrated Manufacturing - An International Journal of Manufacturing, Product and Process Development: 18th International Conference on Flexible Automation and Intelligent Manufacturing

Leo J. De Vin, Amos H. C. Ng

2009. Editor (collection).

18th International Conference on Flexible Automation and Intelligent Manufacturing: FAIM 2008

Leo J. De Vin, Amos H. C. Ng, Peter Thorvald, W. G. Sullivan, M. M. Ahmad

2009. Editor (conference proceedings).

Approaches to Energy Efficiency Assessment and Management: A State of the Art Study

Leo De Vin, P. Solding, Amos Ng

Proceedings of the 26th International Manufacturing Conference

2009. Conference paper.

Information Extraction from Solution Set of Simulation-based Multi-objective Optimisation using Data Mining

Catarina Dudas, Amos Ng, Henrik Boström

Proceedings of Industrial Simulation Conference 2009

2009. Conference paper.

Optimisation of Operation Sequences in Flexible Manufacturing Cells using Virtual Manufacturing Tools

Magnus Holm, Josefine Doverborn, Amos Ng, Leo De Vin

Proceedings of the 19th International Conference on Flexible Automation and Intelligent Manufacturing

2009. Conference paper. Open Access

Simulation-based Innovization for production systems improvement: An industrial case study

Amos Ng, Kalyanmoy Deb, Catarina Dudas

The International 3rd Swedish Production Symposium

2009. Conference paper.

An Internet-Enabled Tool for Multi-Objective Simulation Optimization

Amos Ng, Matias Urenda Moris, Mats Jägstam, Jacob Svensson

OPTIMA 2009: VIII Congreso Chileno de Investigacion Operativa

2009. Conference paper.

Multi-objective evolutionary simulation-optimisation of a real-world manufacturing problem

Anna Syberfeldt, Amos Ng, Robert I. John, Philip Moore

Robotics and Computer-Integrated Manufacturing

2009. Article. https://doi.org/10.1016/j.rcim.2009.04.013

Simulation Optimization for Industrial Scheduling Using Hybrid Genetic Representation

Marcus Andersson, Amos Ng, Henrik Grimm

Proceedings of the 2008 Winter Simulation Conference

2008. Conference paper. Open Access

Agent Based Simulation and Optimization for Supply Chain Management

Tehseen Aslam, Amos H. C. Ng

Proceedings of the 2^nd Swedish Production Symposium

2008. Conference paper.

Information fusion for decision support in manufacturing: studies from the defense sector

Leo De Vin, Amos H. C. Ng, Martin Sundberg, Philip R. Moore, Junsheng Pu, Bill C.-B. Wong

The International Journal of Advanced Manufacturing Technology

2008. Article. https://doi.org/10.1007/s00170-006-0773-2

Proceedings of the 18 th International Conference on Flexible Automation and Intelligent Manufacturing FAIM 2008: June 30th – July 2nd, 2008 University of Skövde, Sweden

Leo J de Vin, Amos H C Ng, Peter Thorvald, William G Sullivan, Munir Ahmad

2008. Editor (conference proceedings).

Knowledge Extraction in Manufacturing using Data Mining Techniques

Catarina Dudas, Amos Ng, Henrik Boström

Proceedings of the Swedish Production Symposium 2008, Stockholm, Sweden, November 18-20, 2008

2008. Conference paper.

Advanced machine service support using Internet-enabled three-dimensional-based virtual engineering

P. R. Moore, Amos Ng, S. H. Yeo, Martin Sundberg, C. B. Wong, Leo De Vin

International Journal of Production Research

2008. Article. https://doi.org/10.1080/00207540600969790

Virtual manufacturing for press line monitoring and diagnostics

Amos Ng, Josef Adolfsson, Martin Sundberg, Leo De Vin

International journal of machine tools & manufacture

2008. Article. https://doi.org/10.1016/j.ijmachtools.2007.08.008

OPTIMISE: An Internet-Based Platform for Metamodel-Assisted Simulation Optimization

Amos Ng, Henrik Grimm, Thomas Lezama, Anna Persson, Marcus Andersson, Mats Jägstam

Advances in Communication Systems and Electrical Engineering

2008. Chapter in book. https://doi.org/10.1007/978-0-387-74938-9_20

Introducing Simulation-based Optimization for Production Systems Design to Industry: the FACTS Game

Amos Ng, Jacob Persson, Matias Urenda Moris

Proceedings of the 18th International Conference on Flexible Automation and Intelligent Manufacturing: FAIM 2008, June 30th – July 2nd, 2008 University of Skövde, Sweden

2008. Conference paper.

Multi-Objective Simulation Optimization and Significant Dominance for Comparing Production Control Mechanisms

Amos Ng, Anna Syberfeldt, Henrik Grimm, Jacob Svensson

Proceedings of the 18th International Conference on Flexible Automation and Intelligent Manufacturing, Skövde, Sweden, 2008

2008. Conference paper.

Multi-Objective Simulation Optimization for Production Systems Design using FACTS Analyser

Amos H. C. Ng, Matias Urenda Moris, Jacob Svensson

Proceedings of the 2nd Swedish Production Symposium

2008. Conference paper.

Design of Experiments for Training Metamodels in Simulation-Based Optimisation of Manufacturing Systems

Anna Syberfeldt, Henrik Grimm, Amos Ng

Proceedings of The 18th International Conference on Flexible Automation and Intelligent Manufacturing FAIM 2008: June 30th – July 2nd, 2008 University of Skövde, Sweden

2008. Conference paper.

Multi-Objective Simulation-Based Optimization of Production Systems with Consideration Noise

Anna Syberfeldt, Henrik Grimm, Amos Ng

2nd Swedish Production Symposium (SPS) 2008, Stockholm, Sweden, November 18-20, 2008

2008. Conference paper.

Simulation-Based Optimization of a Complex Mail Transportation Network

Anna Syberfeldt, Henrik Grimm, Amos Ng, Martin Andersson, Ingemar Karlsson

Proceedings of the 2008 Winter Simulation Conference

2008. Conference paper. https://doi.org/10.1109/WSC.2008.4736377

A parallel surrogate-assisted multi-objective evolutionary algorithm for computationally expensive optimization problems

Anna Syberfeldt, Henrik Grimm, Amos Ng, Robert I. John

2008 IEEE Congress on Evolutionary Computation, CEC 2008

2008. Conference paper. https://doi.org/10.1109/CEC.2008.4631228

Multi-Objective Evolutionary Simulation-Optimisation of a Real-World Manufacturing Problem

Anna Syberfeldt, Henrik Grimm, Amos Ng, Philip Moore

Proceedings of The 18th International Conference on Flexible Automation and Intelligent Manufacturing FAIM 2008: June 30th – July 2nd, 2008 University of Skövde, Sweden

2008. Conference paper.

Simplification and aggregation strategies applied for factory analysis in conceptual phase using simulation

Matias Urenda Moris, Amos Ng, Jacob Svensson

Proceedings of the 2008 Winter Simulation Conference

2008. Conference paper. https://doi.org/10.1109/WSC.2008.4736283

A web-based simulation optimization system for industrial scheduling

Marcus Andersson, Henrik Grimm, Anna Persson, Amos Ng

Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come

2007. Conference paper. https://doi.org/10.1109/WSC.2007.4419811

Simulation-based Scheduling using a Genetic Algorithm with Consideration to Robustness: A Real-world Case Study

Marcus Andersson, Anna Persson, Henrik Grimm, Amos Ng

Proceedings of the 17th International Conference on Flexible Automation and Intelligent Manufacturing (FAIM 2007)

2007. Conference paper.

A Platform for Metamodel-Assisted Parallel Simulation Optimisation using Soft Computing Techniques

Amos Ng, Henrik Grimm, Marcus Andersson, Mats Jägstam

The 24th annual workshop of the Swedish Artificial Intelligence Society (SAIS2007)

2007. Conference paper.

Web Services for Metamodel-Assisted Parallel Simulation Optimization

Amos Ng, Hemrik Grimm, Thomas Lezama, Anna Persson, Marcus Andersson, Mats Jägstam

IMECS 2007: International Multiconference of Engineers and Computer Scientists, Vols I and II

2007. Conference paper.

FACTS Analyser: An innovative tool for factory conceptual design using simulation

Amos Ng, Matías Urenda Moris, Jacob Svensson, Anders Skoogh, Björn Johansson

The Swedish Production Symposium, Gothenburg, August 28-30, 2007

2007. Conference paper.

Metamodel-Assisted Simulation-Based Optimization of a Real-World Manufacturing Problem

Anna Persson, Marcus Andersson, Henrik Grimm, Amos Ng

The 17th International Conference on Flexible Automation and Intelligent Manufacturing, FAIM 2007

2007. Conference paper.

A Metamodel-Assisted Steady-State Evolution Strategy for Simulation-Based Optimization

Anna Persson, Henrik Grimm, Amos Ng

Trends in Intelligent Systems and Computer Engineering

2007. Chapter in book. https://doi.org/10.1007/978-0-387-74935-8_1

A Surrogate-Assisted Steady-State Evolution Strategy with a New Offspring Selection Procedure

Anna Persson, Henrik Grimm, Amos H. C. Ng

Proceedings of SAIS 2007: The 24th Annual Workshop of the Swedish Artificial Intelligence Society, Borås, May 22-23, 2007

2007. Conference paper.

Metamodel-assisted Global Search Using a Probing Technique

Anna Persson, Henrik Grimm, Amos Ng

The IAENG International Conference on Artificial Intelligence and Applications (ICAIA'07)

2007. Conference paper.

Metamodel-Assisted Simulation-Based Optimisation of Manufacturing Systems

Anna Persson, Henrik Grimm, Amos Ng, Marcus Andersson

Advances in manufacturing technology - XXI: proceedings of the 5th international conference on manufacturing research (ICMR 2007) : 11th - 13th September 2007

2007. Conference paper. Open Access

A Case Study of Using Simulation and Soft Computing Techniques for Optimisation of Manufacturing Systems

Anna Persson, Henrik Grimm, Amos Ng, Mats Jägstam

Proceedings of Swedish Production Symposium 2007, Gothenburg, Sweden, August 28-30, 2007

2007. Conference paper. Open Access

Cell Monitoring and Diagnostics Using Computer Aided Robotics

Lars Pettersson, Josef Adolfsson, Amos Ng, Leo J. De Vin

Proceedings of 40th CIRP International Seminar on Manufacturing Systems, Liverpool UK, 2007

2007. Conference paper.

Simulation-Based Optimisation For Complex Production Systems

Tehseen Aslam, Marcus Andersson, Amos Ng, Leo De Vin

IMC23

2006. Conference paper.

Virtual Manufacturing: Good Practice, Pitfalls and Advanced Applications

Leo De Vin, Amos Ng, Mats Jägstam, Thomas Karlsson

SME Technical Paper

2006. Article.

Information Fusion for Simulation Based Decision Support in Manufacturing

Leo De Vin, Amos Ng, Jan Oscarsson, Sten F. Andler

Robotics and Computer-Integrated Manufacturing

2006. Article. https://doi.org/10.1016/j.rcim.2005.11.007

MMII: Engineering studies with a truly European dimension

Leo De Vin, Amos Ng, Matias Urenda Moris, Mats Jägstam, P. D. King, E. Ballester, P. Fuentes

Innovative teaching and learning in engineering education: Valencia Global Conference

2006. Conference paper.

Simulation-Based Optimisation Using Global Search and Neural Network Metamodels

Anna Persson, Henrik Grimm, Amos Ng

Modelling and simulation

2006. Conference paper.

Simulation-based optimisation using local search and neural network metamodels

Anna Persson, Henrik Grimm, Amos Ng

Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Soft Computing, ASC 2006

2006. Conference paper. Open Access

Simulation-Based Optimization of a Complex Mail Transportation Network

Anna Persson, Henrik Grimm, Amos Ng, Mats Jägstam

Winter Simulation Conference WSC 2006, Monterey, California, USA, December 3-6, 2006

2006. Conference paper, poster.

Simulation-Based Multi-Objective Optimization of a Real-World Operation Scheduling Problem

Anna Persson, Henrik Grimm, Amos Ng, Thomas Lezama, Jonas Ekberg, Stephan Falk, Peter Stablum

WSC '06 Proceedings of the 38th conference on Winter simulation

2006. Conference paper.

OPTIMisation using Intelligent Simulation Tools

Anna Persson, Amos Ng

Proceedings of SAIS 2006: The 23rd Annual Workshop of the Swedish Artificial Intelligence Society

2006. Conference paper.

On-line Instrumentation for Simulation-based Optimization

Anna Persson, Amos Ng, Henrik Grimm

Proceedings of the Winter Simulation Conference, 2006: WSC 06

2006. Conference paper. https://doi.org/10.1109/WSC.2006.323087

Internetstyrd Elektronik

Martin Sundberg, Amos Ng

2006. Other publication type.

Simulation Supported Service and Maintenance in Manufacturing

Martin Sundberg, Amos Ng, Josef Adolfsson, Leo De Vin

Proceedings of the International Manufacturing Conference, IMC 23, 2006

2006. Conference paper.

Information Fusion: What can the manufacturing sector learn from the defence industry?

Leo De Vin, Sten F. Andler, Amos Ng, P. R. Moore, J. Pu, B. C.-B. Wong

IMC 22: Challenges Facing Manufacturing: Proceedings of the 22nd International Manufacturing Conference, 31st August to 2nd September 2005

2005. Conference paper.

Information Fusion for Simulation Based Decision Support in Manufacturing

Leo J. De Vin, Amos H. C. Ng, Jan Oscarsson, Sten F. Andler

FAIM 2005: Volume I: Proceedings of the 15th International conference on flexible automation and intelligent manufacturing, July 18th-20th, 2005

2005. Conference paper.

Simulation-based decision support for manufacturing system life cycle management

Leo De Vin, Amos Ng, Jan Oskarsson

Journal of Advanced Manufacturing Systems

2004. Article. https://doi.org/10.1142/S0219686704000454 Open Access

Manufacturing simulation: Good practice, pitfalls, and advanced applications

Leo De Vin, Jan Oscarsson, Amos Ng, Mats Jägstam, Thomas Karlsson

The 21st International Manufacturing Conference: IMC

2004. Conference paper.

An integrated environment for machine system simulation, remote monitoring and fault detection

Amos Ng, Leo De Vin, Martin Sundberg, Fredrik Oldefors, Philip Moore, Sanho Yeo

1st International Conference on Informatics in Control, Automation and Robotics (ICINCO), 2004

2004. Conference paper.

PLC Verification and Monitoring Using 3D Graphical Simulation

Fredrik Oldefors, Amos Ng, Leo De Vin

Proceedings of the 21st international manufacturing conference: IMC 21: servicing manufacturing: 1st to 3rd September 2004

2004. Conference paper.

Virtual engineering: an integrated approach to agile manufacturing machinery design and control

P. R. Moore, J. Pu, Amos Ng, C. B. Wong, S. K. Chong, X. Chen, Josef Adolfsson, P. Olofsgård, J. -O. Lundgren

Mechatronics (Oxford)

2003. Article. https://doi.org/10.1016/S0957-4158(03)00045-X

Distributed modular logic controllers for modular conveyor systems

Martin Sundberg, Amos Ng, Leo De Vin

Knowledge Driven Manufacturing: Proceedings of the 20th International Manufacturing Conference IMC20 3rd to 5th September 2003

2003. Conference paper.

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