Evolutionary Algorithms in Theory and Practice

• Investigating the Interplay of Parameterization and Optimizer in Gradient-Free Topology Optimization: A Cantilever Beam Case Study

  2026 Lecture notes in computer science conference-paper Engineering Topology Optimization in Engineering

  0

  citations
• Global Sensitivity Analysis Is Not Always Beneficial for Evolutionary Computation: A Study in Engineering Design

  2025 Natural computing series book-chapter Computer Science Metaheuristic Optimization Algorithms Research Open access

  1

  citations
• Evolution Strategies

  2025 Springer eBooks book-chapter Computer Science Metaheuristic Optimization Algorithms Research

  0

  citations
• Hybrid quantum ResNet for car classification and its hyperparameter optimization

  2023 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

  42

  citations
• Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]

  2023 IEEE Computational Intelligence Magazine article Computer Science Metaheuristic Optimization Algorithms Research Open access

  27

  citations
• Bayesian Optimization

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

  107

  citations
• Transfer of Multi-objectively Tuned CMA-ES Parameters to a Vehicle Dynamics Problem

  2023 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  3

  citations
• Review of automated time series forecasting pipelines

  2022 Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery article Computer Science Time Series Analysis and Forecasting Open access cited by 1 patent

  81

  citations
• Explainable Artificial Intelligence for Exhaust Gas Temperature of Turbofan Engines

  2022 Journal of Aerospace Information Systems article Engineering Aerospace Engineering and Applications Open access

  9

  citations
• Automated Configuration of Genetic Algorithms by Tuning for Anytime Performance

  2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  22

  citations
• Artificial Intelligence for the Design of Symmetric Cryptographic Primitives

  2022 Lecture notes in computer science conference-paper Computer Science Cryptographic Implementations and Security Open access

  11

  citations
• Multi-Agent Reinforcement Learning

  2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics

  4

  citations
• Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems

  2021 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Machine Learning and Data Classification Open access

  12

  citations
• Multidisciplinary Design Optimization of Reusable Launch Vehicles for Different Propellants and Objectives

  2021 Journal of Spacecraft and Rockets article Engineering Rocket and propulsion systems research Open access

  39

  citations
• Tabu-Driven Quantum Neighborhood Samplers

  2021 Lecture notes in computer science conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

  3

  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
• Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey

  2020 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

  6

  citations
• Tabu-driven Quantum Neighborhood Samplers

  2020 Leiden Repository (Leiden University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

  3

  citations
• Benchmarking a $$(\mu +\lambda )$$ Genetic Algorithm with Configurable Crossover Probability

  2020 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  15

  citations
• Can Compact Optimisation Algorithms Be Structurally Biased?

  2020 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  16

  citations

20 results