A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks

• A survey of features used for representing black-box single-objective continuous optimization

  2026 Swarm and Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  4

  citations
• LLM Driven Design of Continuous Optimization Problems with Controllable High-Level Properties

  2026 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research

  0

  citations
• Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations

  2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  3

  citations
• Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks

  2025 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms

  1

  citations
• Surrogate-based automated hyperparameter optimization for expensive automotive crashworthiness optimization

  2025 Structural and Multidisciplinary Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

  10

  citations
• Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  9

  citations
• Transfer Learning of Surrogate Models via Domain Affine Transformation

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  5

  citations
• MA-BBOB: A Problem Generator for Black-Box Optimization Using Affine Combinations and Shifts

  2024 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

  17

  citations
• Generating Cheap Representative Functions for Expensive Automotive Crashworthiness Optimization

  2024 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

  8

  citations
• Landscape-Aware Automated Algorithm Configuration Using Multi-output Mixed Regression and Classification

  2024 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  2

  citations
• Learning the characteristics of engineering optimization problems with applications in automotive crash

  2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  31

  citations

11 results