Thomas Bäck

1. Quantum annealing for industry applications: introduction and review
   2022/08/24 by Sheir Yarkoni, Elena Raponi, Thomas Bäck +1 · 25 citations
   Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography
2. LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics
   2024/05/30 by Bas van Stein, Thomas Bäck, van Stein, Niki +1 · 21 citations
   Computer Science · #Software Engineering Techniques and Practices #Software Engineering Research #Advanced Software Engineering Methodologies
3. Equivariant quantum circuits for learning on weighted graphs
   2022/05/12 by Andrea Skolik, Skolik, Andrea, Michele Cattelan +7 · 10 citations
   Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena #Quantum Information and Cryptography
4. Multi-Step Reasoning with Large Language Models, a Survey
   2024/07/16 by Aske Plaat, Plaat, Aske, Annie Wong +9 · 19 citations
   Computer Science · #Natural Language Processing Techniques
5. Deep Multiagent Reinforcement Learning: Challenges and Directions
   2021/06/29 by Annie Wong, Thomas Bäck, Wong, Annie +5 · 7 citations
   Computer Science · Social Sciences · #A.1 #Artificial Intelligence (cs.AI) #Evolutionary Game Theory and Cooperation #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #I.2.6 #I.2.8 #J.4 #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
6. IOHprofiler: A Benchmarking and Profiling Tool for Iterative Optimization Heuristics
   2018/10/11 by Carola Doerr, Doerr, Carola, Hao Wang +7 · 6 citations
   Computer Science · Decision Sciences · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Formal Methods in Verification #Neural and Evolutionary Computing (cs.NE) #Simulation Techniques and Applications
7. IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics
   2020/07/08 by Hao Wang, Diederick Vermetten, Wang, Hao +7 · 5 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE)
8. Efficient Computation of Expected Hypervolume Improvement Using Box Decomposition Algorithms
   2019/04/26 by Kaifeng Yang, Yang, Kaifeng, Michael Emmerich +5 · 3 citations
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimal Experimental Design Methods #Probabilistic and Robust Engineering Design
9. Robustness of quantum reinforcement learning under hardware errors
   2022/12/19 by Andrea Skolik, Stefano Mangini, Skolik, Andrea +7 · 4 citations
   Computer Science · #Quantum Computing Algorithms and Architecture #Neural Networks and Reservoir Computing #Quantum Information and Cryptography
10. In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics
    2024/10/07 by Niki van Stein, Diederick Vermetten, van Stein, Niki +3 · 7 citations
    Decision Sciences · Engineering · #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Real-time simulation and control systems #Simulation Techniques and Applications
11. MA-BBOB: A Problem Generator for Black-Box Optimization Using Affine Combinations and Shifts
    2023/12/18 by Diederick Vermetten, Furong Ye, Vermetten, Diederick +5 · 2 citations
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Process Optimization and Integration
12. Comparative Analysis of Indicators for Multiobjective Diversity Optimization
    2024/10/24 by Ksenia Pereverdieva, Pereverdieva, Ksenia, André Deutz +9 · 2 citations
    Business, Management and Accounting · Decision Sciences · #Efficiency Analysis Using DEA #Environmental Sustainability in Business #FOS: Computer and information sciences #FOS: Mathematics #I.2.8 #Innovation Diffusion and Forecasting #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
13. Diffusion and Flow Matching Models for Tabular Data: A Survey
    2025/02/24 by Zhong Li, Qi Huang, Li, Zhong +12 · 3 citations
    Computer Science · #Data Management and Algorithms #Advanced Database Systems and Queries
14. Code Evolution Graphs: Understanding Large Language Model Driven Design of Algorithms
    2025/03/20 by Bas van Stein, Anna V. Kononova, van Stein, Niki +5 · 2 citations
    Computer Science · Materials Science · #Natural Language Processing Techniques #Topic Modeling #Machine Learning in Materials Science
15. The travelling salesperson problem and the challenges of near-term quantum advantage
    2025/05/08 by Kate Smith‐Miles, Holger H. Hoos, Hao Wang +2 · 1 voice · 2 citations
    Computer Science · #Quantum Computing Algorithms and Architecture
16. Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classification
    2024/09/02 by Fu Xing Long, Moritz Frenzel, Long, Fu Xing +9 · 1 citation
    Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
17. Sampling in CMA-ES: Low Numbers of Low Discrepancy Points
    2024/09/24 by Jacob de Nobel, Diederick Vermetten, de Nobel, Jacob +5 · 1 citation
    Engineering · #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Neural and Evolutionary Computing (cs.NE)
18. Log-normal Mutations and their Use in Detecting Surreptitious Fake Images
    2024/09/23 by Ismail Labiad, Labiad, Ismail, Thomas Bäck +9 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Digital Media Forensic Detection #FOS: Computer and information sciences