Pitfalls and Best Practices in Algorithm Configuration

• Development of industrial Artificial-Intelligence systems in production environments: A Delphi study on benefits, issues, risks, and mitigation strategies

  2026 Journal of Systems and Software article Decision Sciences Impact of AI and Big Data on Business and Society Open access

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• Automated Algorithm Configuration of $$\alpha $$, $$\beta $$-CROWN

  2026 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification

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• Benchmarking

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

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• Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems

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

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• 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

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• Non-elitist Selection Can Improve the Performance of Irace

  2022 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  1

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• 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

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• Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis

  2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  17

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8 results