A tutorial on multiobjective optimization: fundamentals and evolutionary methods

• Multi-objective optimisation of parking capacities in urban areas

  2026 Transportation research procedia article Engineering Smart Parking Systems Research Open access

  0

  citations
• Multi-objective synthesis planning by means of Monte Carlo Tree search

  2025 Artificial Intelligence in the Life Sciences article Computer Science Computational Drug Discovery Methods Open access

  5

  citations
• MooViE – Engine for single-view visual analysis of multivariate data

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Data Visualization and Analytics Open access

  0

  citations
• Multi-objective Optimization for Green Delivery Routing Problems with Flexible Time Windows

  2024 Applied Artificial Intelligence article Engineering Vehicle Routing Optimization Methods Open access

  29

  citations
• Adaptive error bounded piecewise linear approximation for time-series representation

  2023 Engineering Applications of Artificial Intelligence article Computer Science Time Series Analysis and Forecasting

  6

  citations
• Artificial intelligence in multi-objective drug design

  2023 Current Opinion in Structural Biology review Computer Science Computational Drug Discovery Methods Open access

  91

  citations
• Bayesian Optimization

  2023 Natural computing series book-chapter Computer Science Advanced Multi-Objective Optimization Algorithms

  107

  citations
• Analysis of Hyper-Parameters for AlphaZero-Like Deep Reinforcement Learning

  2022 International Journal of Information Technology & Decision Making article Computer Science Artificial Intelligence in Games

  8

  citations
• End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines

  2022 PHM Society European Conference conference-paper Engineering Machine Fault Diagnosis Techniques Open access

  4

  citations
• DrugEx v2: de novo design of drug molecules by Pareto-based multi-objective reinforcement learning in polypharmacology

  2021 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access cited by 1 patent

  118

  citations
• Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization

  2021 Computers & Operations Research article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  35

  citations
• DrugEx v2: De Novo Design of Drug Molecule by Pareto-based Multi-Objective Reinforcement Learning in Polypharmacology

  2021 ChemRxiv preprint Computer Science Computational Drug Discovery Methods Open access

  1

  citations
• DrugEx v2: De Novo Design of Drug Molecule by Pareto-based Multi-Objective Reinforcement Learning in Polypharmacology

  2021 ChemRxiv preprint Computer Science Computational Drug Discovery Methods Open access

  0

  citations
• Hybridization of an evolutionary algorithm and simulations of co-evolutionary design processes for early-stage building spatial design optimization

  2021 Automation in Construction article Engineering Architecture and Computational Design Open access

  29

  citations
• Computational Approaches for De Novo Drug Design: Past, Present, and Future

  2020 Methods in molecular biology book-chapter Computer Science Computational Drug Discovery Methods

  64

  citations
• Conceptual structural system layouts via design response grammars and evolutionary algorithms

  2020 Automation in Construction article Engineering Topology Optimization in Engineering Open access cited by 6 patents

  31

  citations
• Analysis of Hyper-Parameters for Small Games: Iterations or Epochs in Self-Play?

  2020 arXiv (Cornell University) preprint Computer Science Artificial Intelligence in Games Open access

  2

  citations
• Multi-objective Optimization by Uncrowded Hypervolume Gradient Ascent

  2020 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  4

  citations

18 results