Amos H. C. Ng

85 papers A* 1A 2B 9C 4Misc 24Journal 31Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Decision Making in Wood Supply Chain Operations Using Simulation-Based Many-Objective Optimization for Enhancing Delivery Performance and Robustness.
Comput.
Karin N. Westlund, Amos H. C. Ng
2025 J jnl
Graph Databases for Group Decision Making in Industry: A Comprehensive Literature Review.
IEEE Access
Richard Senington, Amos H. C. Ng, Ludwig Mittermeier, Sunith Bandaru
2025 — conf
Integrating Motion Capture and Digital Human Modelling Tools for Evaluating Worker Ergonomics - A Case Study in a Medium Size Enterprise Assembly Station.
HCI (3)
Aitor Iriondo Pascual, Magnus Holm, Amos H. C. Ng, Filip Larsson, Jerry Olsson
2025 J jnl
Predictive model-based multi-objective optimization with life-long meta-learning for designing unreliable production systems.
Comput. Oper. Res.
Ehsan Mahmoodi, Masood Fathi, Amos H. C. Ng, Alexandre Dolgui
2024 Misc conf
Analyzing Delivery Performance and Robustness of Wood Supply Chains Using Simulation-Based Multi-Objective Optimization.
WSC
Karin N. Westlund, Amos H. C. Ng
2024 J jnl
Balancing and scheduling human-robot collaborated assembly lines with layout and objective consideration.
Comput. Ind. Eng.
Amir Nourmohammadi, Masood Fathi, Amos H. C. Ng
2024 J jnl
Mimer: A Web-Based Tool for Knowledge Discovery in Multi-Criteria Decision Support [Application Notes].
IEEE Comput. Intell. Mag.
Henrik Smedberg, Sunith Bandaru, Maria Riveiro, Amos H. C. Ng
2024 C conf
Simulation-Based Knowledge-Driven Optimization for Efficient Production Sequencing in Hybrid Flow Shops.
ISM
Ehsan Mahmoodi, Masood Fathi, Amos H. C. Ng, Amir Nourmohammadi
2023 C conf
A framework for throughput bottleneck analysis using cloud-based cyber-physical systems in Industry 4.0 and smart manufacturing.
ISM
Ehsan Mahmoodi, Masood Fathi, Morteza Ghobakhloo, Amos H. C. Ng
2023 J jnl
Reproducible decision support for industrial decision making using a knowledge extraction platform on multi-objective optimisation data.
Int. J. Manuf. Res.
Simon Lidberg, Amos H. C. Ng
2022 J jnl
An enhanced simulation-based multi-objective optimization approach with knowledge discovery for reconfigurable manufacturing systems.
CoRR
Carlos Alberto Barrera Diaz, Amir Nourmohammadi, Henrik Smedberg, Tehseen Aslam, Amos H. C. Ng
2022 J jnl
Balancing and scheduling assembly lines with human-robot collaboration tasks.
Comput. Oper. Res.
Amir Nourmohammadi, Masood Fathi, Amos H. C. Ng
2022 Misc conf
Enabling Knowledge Discovery from Simulation-Based Multi-Objective Optimization in Reconfigurable Manufacturing Systems.
WSC
Carlos Alberto Barrera Diaz, Henrik Smedberg, Sunith Bandaru, Amos H. C. Ng
2022 J jnl
Managing virtual factory artifacts in the extended PLM context.
J. Ind. Inf. Integr.
Iman Morshedzadeh, Amos H. C. Ng, Manfred A. Jeusfeld, Jan Oscarsson
2021 J jnl
Integrated locating in-house logistics areas and transport vehicles selection problem in assembly lines.
Int. J. Prod. Res.
Amir Nourmohammadi, Hamidreza Eskandari, Masood Fathi, Amos H. C. Ng
2021 J jnl
Multi-objective optimisation of tool indexing problem: a mathematical model and a modified genetic algorithm.
Int. J. Prod. Res.
Kaveh Amouzgar, Amir Nourmohammadi, Amos H. C. Ng
2021 J jnl
Online Knowledge Extraction and Preference Guided Multi-Objective Optimization in Manufacturing.
IEEE Access
Ingemar Karlsson, Sunith Bandaru, Amos H. C. Ng
2021 J jnl
Optimizing Reconfigurable Manufacturing Systems for Fluctuating Production Volumes: A Simulation-Based Multi-Objective Approach.
IEEE Access
Carlos Alberto Barrera Diaz, Tehseen Aslam, Amos H. C. Ng
2020 J jnl
A hybrid simulation-based optimization framework supporting strategic maintenance development to improve production performance.
Eur. J. Oper. Res.
Gary Linnéusson, Amos H. C. Ng, Tehseen Aslam
2020 Misc conf
Aircraft Assembly Ramp-Up Planning Using a Hybrid Simulation-Optimization Approach.
WSC
Amos H. C. Ng, Jacob Bernedixen, Martin Andersson, Sunith Bandaru, Thomas Lezama
2020 J jnl
Bringing together Lean and simulation: a comprehensive review.
Int. J. Prod. Res.
Ainhoa Goienetxea Uriarte, Amos H. C. Ng, Matías Urenda Moris
2020 Misc conf
Multi-Level Optimization with Aggregated Discrete-Event Models.
WSC
Simon Lidberg, Tehseen Aslam, Amos H. C. Ng
2020 Misc conf
Simulation-Based Multi-Objective Optimization for Reconfigurable Manufacturing System Configurations Analysis.
WSC
Carlos Alberto Barrera Diaz, Tehseen Aslam, Amos H. C. Ng, Erik Flores-García, Magnus Wiktorsson
2020 B conf
Trend Mining 2.0: Automating the Discovery of Variable Trends in the Objective Space.
CEC
Henrik Smedberg, Sunith Bandaru, Amos H. C. Ng, Kalyanmoy Deb
2019 J jnl
An Optimization Model for Balancing Assembly Lines With Stochastic Task Times and Zoning Constraints.
IEEE Access
Masood Fathi, Amir Nourmohammadi, Amos H. C. Ng, Anna Syberfeldt
2019 C conf
Trend Mining: A Visualization Technique to Discover Variable Trends in the Objective Space.
EMO
Sunith Bandaru, Amos H. C. Ng
2018 A conf
An empirical comparison of metamodeling strategies in noisy environments.
GECCO
Sunith Bandaru, Amos H. C. Ng
2018 Misc conf
Introducing simulation and Optimization in the Lean continuous Improvement Standards in an Automotive Company.
WSC
Ainhoa Goienetxea Uriarte, Amos H. C. Ng, Tommy Sellgren, Matías Urenda Moris
2018 J jnl
Parameter tuning evolutionary algorithms for runtime versus cost trade-off in a cloud computing environment.
Simul. Model. Pract. Theory
Martin Andersson, Amos H. C. Ng
2018 J jnl
Quantitative analysis of a conceptual system dynamics maintenance performance model using multi-objective optimisation.
J. Simulation
Gary Linnéusson, Amos H. C. Ng, Tehseen Aslam
2018 J jnl
Radial basis functions with a priori bias as surrogate models: A comparative study.
Eng. Appl. Artif. Intell.
Kaveh Amouzgar, Sunith Bandaru, Amos H. C. Ng
2018 J jnl
Reference point based evolutionary multi-objective optimization with dynamic resampling for production systems improvement.
J. Syst. Inf. Technol.
Amos H. C. Ng, Florian Siegmund, Kalyanmoy Deb
2018 Misc conf
Using Aggregated discrete Event simulation Models and Multi-objective Optimization to Improve Real-World Factories.
WSC
Simon Lidberg, Leif Pehrsson, Amos H. C. Ng
2017 C conf
A Comparative Study of Fast Adaptive Preference-Guided Evolutionary Multi-objective Optimization.
EMO
Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
2017 Misc conf
Combining augmented reality and simulation-based optimization for decision support in manufacturing.
WSC
Ingemar Karlsson, Jacob Bernedixen, Amos H. C. Ng, Leif Pehrsson
2017 J jnl
Data mining methods for knowledge discovery in multi-objective optimization: Part A - Survey.
Expert Syst. Appl.
Sunith Bandaru, Amos H. C. Ng, Kalyanmoy Deb
2017 J jnl
Data mining methods for knowledge discovery in multi-objective optimization: Part B - New developments and applications.
Expert Syst. Appl.
Sunith Bandaru, Amos H. C. Ng, Kalyanmoy Deb
2017 J jnl
Studying unbalanced workload and buffer allocation of production systems using multi-objective optimisation.
Int. J. Prod. Res.
Amos H. C. Ng, Sabry Shaaban, Jacob Bernedixen
2016 B conf
A ranking and selection strategy for preference-based evolutionary multi-objective optimization of variable-noise problems.
CEC
Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
2016 J jnl
Combining system dynamics and multi-objective optimization with design space reduction.
Ind. Manag. Data Syst.
Tehseen Aslam, Amos H. C. Ng
2016 — conf
Hybrid Dynamic Resampling Algorithms for Evolutionary Multi-objective Optimization of Invariant-Noise Problems.
EvoApplications (2)
Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
2016 B conf
Metamodel-based prediction of performance metrics for bilevel parameter tuning in MOEAs.
CEC
Sunith Bandaru, Martin Andersson, Amos H. C. Ng
2016 B conf
Towards optimal algorithmic parameters for simulation-based multi-objective optimization.
CEC
Martin Andersson, Sunith Bandaru, Amos H. C. Ng
2016 A conf
Tuning of Multiple Parameter Sets in Evolutionary Algorithms.
GECCO
Martin Andersson, Sunith Bandaru, Amos H. C. Ng
2015 Misc conf
Aggregated line modeling for simulation and optimization of manufacturing systems.
WSC
Leif Pehrsson, Marcus Frantzén, Tehseen Aslam, Amos H. C. Ng
2015 Misc conf
An interactive decision support system using simulation-based optimization and data mining.
WSC
Ingemar Karlsson, Amos H. C. Ng, Anna Syberfeldt, Sunith Bandaru
2015 J jnl
Generalized higher-level automated innovization with application to inventory management.
Eur. J. Oper. Res.
Sunith Bandaru, Tehseen Aslam, Amos H. C. Ng, Kalyanmoy Deb
2015 — conf
Hybrid Dynamic Resampling for Guided Evolutionary Multi-Objective Optimization.
EMO (1)
Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
2015 Misc conf
Lean, simulation and optimization: a win-win combination.
WSC
Ainhoa Goienetxea Uriarte, Matías Urenda Moris, Amos H. C. Ng, Jan Oscarsson
2015 Misc conf
On the scalability of meta-models in simulation-based optimization of production systems.
WSC
Sunith Bandaru, Amos H. C. Ng
2015 — conf
Parameter Tuning of MOEAs Using a Bilevel Optimization Approach.
EMO (1)
Martin Andersson, Sunith Bandaru, Amos H. C. Ng, Anna Syberfeldt
2015 B conf
Parameter tuned CMA-ES on the CEC'15 expensive problems.
CEC
Martin Andersson, Sunith Bandaru, Amos H. C. Ng, Anna Syberfeldt
2015 J jnl
Post-analysis of multi-objective optimization solutions using decision trees.
Intell. Data Anal.
Catarina Dudas, Amos H. C. Ng, Henrik Boström
2015 Misc conf
Production simulation education using rapid modeling and optimization: successful studies.
WSC
Marcus Frantzén, Amos H. C. Ng
2015 Misc conf
Simulation-based multi-objective bottleneck improvement: towards an automated toolset for industry.
WSC
Jacob Bernedixen, Amos H. C. Ng, Leif Pehrsson, Tobias Antonsson
2015 Misc conf
Strategy evaluation using system dynamics and multi-objective optimization for an internal supply chain.
WSC
Tehseen Aslam, Amos H. C. Ng
2014 J jnl
Integrating system dynamics and multi-objective optimisation for manufacturing supply chain analysis.
Int. J. Manuf. Res.
Tehseen Aslam, Amos H. C. Ng, Ingemar Karlsson
2014 J jnl
Integration of data mining and multi-objective optimisation for decision support in production systems development.
Int. J. Comput. Integr. Manuf.
Catarina Dudas, Amos H. C. Ng, Leif Pehrsson, Henrik Boström
2014 — conf
Multi-objective optimization and analysis of the inventory management model.
SummerSim
Tehseen Aslam, Amos H. C. Ng, Sunith Bandaru
2014 B conf
On the performance of classification algorithms for learning Pareto-dominance relations.
IEEE Congress on Evolutionary Computation
Sunith Bandaru, Amos H. C. Ng, Kalyanmoy Deb
2014 — conf
R-HV: A Metric for Computing Hyper-volume for Reference Point Based EMOs.
SEMCCO
Kalyanmoy Deb, Florian Siegmund, Amos H. C. Ng
2013 B conf
A comparative study of dynamic resampling strategies for guided Evolutionary Multi-objective Optimization.
IEEE Congress on Evolutionary Computation
Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
2013 J jnl
A web-based platform for the simulation-optimization of industrial problems.
Comput. Ind. Eng.
Anna Syberfeldt, Ingemar Karlsson, Amos H. C. Ng, Joakim Svantesson, Torgny Almgren
2013 J jnl
Industrial cost modelling and multi-objective optimisation for decision support in production systems development.
Comput. Ind. Eng.
Leif Pehrsson, Amos H. C. Ng, David Stockton
2013 — conf
Interleaving Innovization with Evolutionary Multi-Objective Optimization in Production System Simulation for Faster Convergence.
LION
Amos H. C. Ng, Catarina Dudas, Henrik Boström, Kalyanmoy Deb
2012 B conf
Finding a preferred diverse set of Pareto-optimal solutions for a limited number of function calls.
IEEE Congress on Evolutionary Computation
Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
2012 Misc conf
Reference point-based evolutionary multi-objective optimization for industrial systems simulation.
WSC
Florian Siegmund, Jacob Bernedixen, Leif Pehrsson, Amos H. C. Ng, Kalyanmoy Deb
2011 Misc conf
Factory flow design and analysis using internet-enabled simulation-based optimization and automatic model generation.
WSC
Amos H. C. Ng, Jacob Bernedixen, Matías Urenda Moris, Mats Jägstam
2011 — ch.
Multi-Objective Optimisation in Manufacturing Supply Chain Systems Design: A Comprehensive Survey and New Directions.
Multi-objective Evolutionary Optimisation for Product Design and Manufacturing
Tehseen Aslam, Carl Philip T. Hedenstierna, Amos H. C. Ng, Lihui Wang
2011 — book
Multi-objective Evolutionary Optimisation for Product Design and Manufacturing.
Lihui Wang, Amos H. C. Ng, Kalyanmoy Deb
2011 — ch.
Multi-objective Production Systems Optimisation with Investment and Running Cost.
Multi-objective Evolutionary Optimisation for Product Design and Manufacturing
Leif Pehrsson, Amos H. C. Ng, Jacob Bernedixen
2011 — ch.
Simulation-Based Innovization Using Data Mining for Production Systems Analysis.
Multi-objective Evolutionary Optimisation for Product Design and Manufacturing
Amos H. C. Ng, Catarina Dudas, Johannes Nießen, Kalyanmoy Deb
2010 J jnl
Evolutionary optimisation of noisy multi-objective problems using confidence-based dynamic resampling.
Eur. J. Oper. Res.
Anna Syberfeldt, Amos H. C. Ng, Robert Ivor John, Philip R. Moore
2008 B conf
A parallel surrogate-assisted multi-objective evolutionary algorithm for computationally expensive optimization problems.
IEEE Congress on Evolutionary Computation
Anna Syberfeldt, Henrik Grimm, Amos H. C. Ng, Robert Ivor John
2008 Misc conf
Simplification and aggregation strategies applied for factory analysis in conceptual phase using simulation.
WSC
Matías Urenda Moris, Amos H. C. Ng, Jacob Svensson
2008 Misc conf
Simulation optimization for industrial scheduling using hybrid genetic representation.
WSC
Marcus Andersson, Amos H. C. Ng, Henrik Grimm
2008 Misc conf
Simulation-based optimization of a complex mail transportation network.
WSC
Anna Syberfeldt, Henrik Grimm, Amos H. C. Ng, Martin Andersson, Ingemar Karlsson
2007 Misc conf
A web-based simulation optimization system for industrial scheduling.
WSC
Marcus Andersson, Henrik Grimm, Anna Persson, Amos H. C. Ng
2007 — conf
Metamodel-Assisted Global Search Using a Probing Technique.
IMECS
Anna Persson, Henrik Grimm, Amos H. C. Ng
2007 — conf
Web Services for Metamodel-Assisted Parallel Simulation Optimization.
IMECS
Amos H. C. Ng, Henrik Grimm, Thomas Lezama, Anna Persson, Marcus Andersson, Mats Jägstam
2006 Misc conf
On-line instrumentation for simulation-based optimization.
WSC
Anna Persson, Henrik Grimm, Amos H. C. Ng
2006 Misc conf
Simulation-based multi-objective optimization of a real-world scheduling problem.
WSC
Anna Persson, Henrik Grimm, Amos H. C. Ng, Thomas Lezama, Jonas Ekberg, Stephan Falk, Peter Stablum
2006 Misc conf
Simulation-based optimisation using local search and neural network metamodels.
Artificial Intelligence and Soft Computing
Anna Persson, Henrik Grimm, Amos H. C. Ng
2004 — conf
An Integrated Environment for Machine System Simulation, Remote Monitoring and Fault Detection.
ICINCO (2)
Amos H. C. Ng, Leo J. De Vin, Martin Sundberg, Fredrik Oldefors, Philip R. Moore, Sanho Yeo
2004 A* conf
MLAV: the Object-oriented Methodology of the Virtual Automation Lab.
ICRA
Víctor M. González, Felipe Mateos, Amos H. C. Ng