S. Bandaru

Most-cited papers

Data mining methods for knowledge discovery in multi-objective optimization: Part A - Survey
S. Bandaru, A. Ng, K. Deb
2017Expert systems with applications166 citations Open access
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Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization
Julian Blank, K. Deb, Y. Dhebar, S. Bandaru +1 more
2020IEEE Transactions on Evolutionary Computation122 citations
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A digital twin based framework for detection, diagnosis, and improvement of throughput bottlenecks
Mahesh Kumbhar, A. Ng, S. Bandaru
2023Journal of manufacturing systems106 citations Open access
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Towards automating the discovery of certain innovative design principles through a clustering-based optimization technique
S. Bandaru, K. Deb
201176 citations
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An integrated approach to automated innovization for discovering useful design principles: Case studies from engineering
K. Deb, S. Bandaru, David Greiner, A. Gaspar-Cunha +1 more
2014Applied Soft Computing75 citations Open access
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Data mining methods for knowledge discovery in multi-objective optimization: Part B - New developments and applications
S. Bandaru, A. Ng, K. Deb
2017Expert systems with applications62 citations Open access
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Metaheuristic Techniques
S. Bandaru, K. Deb
201657 citations
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On the performance of classification algorithms for learning Pareto-dominance relations
S. Bandaru, A. Ng, K. Deb
2014IEEE Congress on Evolutionary Computation40 citations Open access
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Automated discovery of vital knowledge from Pareto-optimal solutions: First results from engineering design
S. Bandaru, K. Deb
2010IEEE Congress on Evolutionary Computation40 citations
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Interactive knowledge discovery and knowledge visualization for decision support in multi-objective optimization
Henrik Smedberg, S. Bandaru
2022European Journal of Operational Research39 citations Open access
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Automated Innovization for Simultaneous Discovery of Multiple Rules in Bi-objective Problems
S. Bandaru, K. Deb
2011International Conference on Evolutionary Multi-Criterion Optimization37 citations
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A parameterless-niching-assisted bi-objective approach to multimodal optimization
S. Bandaru, K. Deb
2013IEEE Congress on Evolutionary Computation34 citations
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Parameter tuned CMA-ES on the CEC'15 expensive problems
Martin Andersson, S. Bandaru, A. Ng, Anna Syberfeldt
2015IEEE Congress on Evolutionary Computation31 citations Open access
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Generalized higher-level automated innovization with application to inventory management
S. Bandaru, Tehseen Aslam, A. Ng, K. Deb
2015European Journal of Operational Research30 citations Open access
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Modified SBX and adaptive mutation for real world single objective optimization
S. Bandaru, Rupesh Tulshyan, K. Deb
2011IEEE Congress on Evolutionary Computation30 citations
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Digital-twin-based decision support of dynamic maintenance task prioritization using simulation-based optimization and genetic programming
Marcus Frantzén, S. Bandaru, A. Ng
2022Decision Analytics Journal27 citations Open access
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Radial basis functions with a priori bias as surrogate models: A comparative study
Kaveh Amouzgar, S. Bandaru, A. Ng
2018Engineering applications of artificial intelligence27 citations Open access
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A Dimensionally-Aware Genetic Programming Architecture for Automated Innovization
S. Bandaru, K. Deb
2013International Conference on Evolutionary Multi-Criterion Optimization22 citations
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Non-uniform mapping in real-coded genetic algorithms
Dhebar Yashesh, K. Deb, S. Bandaru
2014IEEE Congress on Evolutionary Computation20 citations
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Higher and lower-level knowledge discovery from Pareto-optimal sets
S. Bandaru, K. Deb
2013Journal of Global Optimization19 citations
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A framework for simulation-based multi-objective optimization and knowledge discovery of machining process
Kaveh Amouzgar, S. Bandaru, T. Andersson, A. Ng
2018The International Journal of Advanced Manufacturing Technology17 citations Open access
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Development, analysis and applications of a quantitative methodology for assessing customer satisfaction using evolutionary optimization
S. Bandaru, Abhinav Gaur, K. Deb, Vineet R. Khare +2 more
2015Applied Soft Computing17 citations Open access
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Higher-level innovization: A case study from Friction Stir Welding process optimization
S. Bandaru, C. C. Tutum, K. Deb, J. Hattel
2011IEEE Congress on Evolutionary Computation17 citations
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Metamodel-based multi-objective optimization of a turning process by using finite element simulation
Kaveh Amouzgar, S. Bandaru, T. Andersson, A. Ng
2019Engineering optimization (Print)15 citations Open access
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Bottleneck Detection Through Data Integration, Process Mining and Factory Physics-Based Analytics
Mahesh Kumbhar, A. Ng, S. Bandaru
202214 citations
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Applicability of genetic algorithms to reconstruction of projected data from ultrasonic tomography
S. P. Kodali, S. Bandaru, K. Deb, P. Munshi +1 more
2008Annual Conference on Genetic and Evolutionary Computation14 citations
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A parameterless performance metric for reference-point based multi-objective evolutionary algorithms
S. Bandaru, Henrik Smedberg
2019Annual Conference on Genetic and Evolutionary Computation13 citations Open access
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Innovative design and analysis of production systems by multi-objective optimization and data mining
A. Ng, S. Bandaru, Marcus Frantzén
201613 citations Open access
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A Performance Indicator for Interactive Evolutionary Multiobjective Optimization Methods
Pouya Aghaei Pour, S. Bandaru, Bekir Afsar, M. Emmerich +1 more
2024IEEE Transactions on Evolutionary Computation12 citations Open access
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Generating Uniformly Distributed Points on a Unit Simplex for Evolutionary Many-Objective Optimization
K. Deb, S. Bandaru, H. Seada
2019International Conference on Evolutionary Multi-Criterion Optimization12 citations Open access
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Temporal Innovization: Evolution of Design Principles Using Multi-objective Optimization
S. Bandaru, K. Deb
2015International Conference on Evolutionary Multi-Criterion Optimization12 citations Open access
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Parameter Tuning of MOEAs Using a Bilevel Optimization Approach
Martin Andersson, S. Bandaru, A. Ng, Anna Syberfeldt
2015International Conference on Evolutionary Multi-Criterion Optimization12 citations Open access
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Comparison of unsupervised image anomaly detection models for sheet metal glue lines
Siyuan Chen, S. Bandaru, Silvan Marti, Ebru Turanoglu +1 more
2025Engineering applications of artificial intelligence9 citations Open access
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Tuning of Multiple Parameter Sets in Evolutionary Algorithms
Martin Andersson, S. Bandaru, A. Ng
2016Annual Conference on Genetic and Evolutionary Computation9 citations
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Online Knowledge Extraction and Preference Guided Multi-Objective Optimization in Manufacturing
I. Karlsson, S. Bandaru, A. Ng
2021IEEE Access7 citations Open access
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Temporal Evolution of Design Principles in Engineering Systems: Analogies with Human Evolution
K. Deb, S. Bandaru, C. C. Tutum
2012Parallel Problem Solving from Nature7 citations Open access
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An interactive decision support system using simulation-based optimization and data mining
I. Karlsson, A. Ng, Anna Syberfeldt, S. Bandaru
2015Online World Conference on Soft Computing in Industrial Applications6 citations Open access
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Mimer: A Web-Based Tool for Knowledge Discovery in Multi-Criteria Decision Support [Application Notes]
Henrik Smedberg, S. Bandaru, Maria Riveiro, Amos H. C. Ng
2024IEEE Computational Intelligence Magazine5 citations
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Virtual Factories with Knowledge-Driven Optimization as a New Research Profile
A. Ng, S. Bandaru
20205 citations Open access
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Trend Mining: A Visualization Technique to Discover Variable Trends in the Objective Space
S. Bandaru, A. Ng
2019International Conference on Evolutionary Multi-Criterion Optimization5 citations Open access
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Automating Discovery of Innovative Design Principles through Optimization
S. Bandaru, K. Deb
20105 citations
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Enhancing Digital Twins With Deep Reinforcement Learning: A Use Case in Maintenance Prioritization
Siyuan Chen, Paulo Victor Lopes, Silvan Marti, Mohan Rajashekarappa +4 more
2024Online World Conference on Soft Computing in Industrial Applications4 citations
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Desirable properties of performance indicators for assessing interactive evolutionary multiobjective optimization methods
Pouya Aghaei Pour, S. Bandaru, Bekir Afsar, K. Miettinen
2022GECCO Companion4 citations Open access
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Enabling Knowledge Discovery from Simulation-Based Multi-Objective Optimization in Reconfigurable Manufacturing Systems
Carlos Alberto Barrera Diaz, Henrik Smedberg, S. Bandaru, A. Ng
2022Online World Conference on Soft Computing in Industrial Applications4 citations
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Trend Mining 2.0: Automating the Discovery of Variable Trends in the Objective Space
Henrik Smedberg, S. Bandaru, A. Ng, K. Deb
2020IEEE Congress on Evolutionary Computation4 citations
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Improved Human-Robot Collaboration Through Simulation-Based Optimization
Wei Wang, S. Bandaru, Adrian Sánchez de Ocãna Torroba
20194 citations
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Quantitative modeling of customer perception from service data using evolutionary optimization
S. Bandaru, K. Deb, Vineet R. Khare, Rahul Chougule
2011Annual Conference on Genetic and Evolutionary Computation4 citations
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Simulation Studies on a Genetic Algorithm Based Tomographic Reconstruction Using Time-of-Flight Data from Ultrasound Transmission Tomography
S. P. Kodali, K. Deb, S. Bandaru, P. Munshi +1 more
2009International Conference on Adaptive and Natural Computing Algorithms4 citations
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Condition Monitoring of a Machine Tool Ballscrew Using Wavelet Transform based Unsupervised Learning
Mahesh Kumbhar, S. Bandaru, Alexander Karlsson
2024Procedia CIRP3 citations Open access
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On the scalability of meta-models in simulation-based optimization of production systems
S. Bandaru, A. Ng
2015Online World Conference on Soft Computing in Industrial Applications3 citations Open access
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