Personal profile
Research Beacons, Institutes and Platforms
- Digital Futures
Keywords
- Optimisation
- Multi-criteria Decision Making
- Evolutionary Computation
- Machine Learning
- Heuristics
- Multi-objective Optimisation
- Operations Research
- Decision Analytics
- Combinatorial Optimisation
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production
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Collaborations and top research areas from the last five years
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Re-evaluating LLM-based Heuristic Search: A Case Study on the 3D Packing Problem
Quan, G., Sun, M. & López-Ibáñez, M., 2 Sept 2025, (Submitted) arXiv, p. 1-32, 32 p.Research output: Preprint/Working paper › Preprint
File3 Downloads (Pure) -
An Adaptive Approach to Bayesian Optimization with Setup Switching Costs
Pricopie, S., Allmendinger, R., López-Ibáñez, M., Fare, C., Benatan, M. & Knowles, J., 31 May 2024, (Accepted/In press) Parallel Problem Solving from Nature - PPSN XVIII.Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open AccessFile17 Downloads (Pure) -
Analyzing Single-objective Black-box Optimization Algorithms Using the Empirical Attainment Function
López-Ibáñez, M., Vermetten, D., Dreo, J. & Doerr, C., 17 Sept 2024, In: IEEE Transactions on Evolutionary Computation.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Downloads (Pure) -
Bayesian Optimization with Setup Switching Cost
Pricopie, S., Allmendinger, R., López-Ibáñez, M., Fare, C., Benatan, M. & Knowles, J., 14 Jul 2024, p. 103-104. 2 p.Research output: Contribution to conference › Abstract › peer-review
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Detecting Hidden and Irrelevant Objectives in Interactive Multiobjective Optimization
Shavarani, S. M., López-Ibáñez, M. & Allmendinger, R., Apr 2024, In: IEEE Transactions on Evolutionary Computation. 28, 2, p. 544-557 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile89 Downloads (Pure)
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Institute of Electrical and Electronics Engineers, Inc. (IEEE) (External organisation)
Lopez-Ibanez, M. (Member)
Oct 2019 → …Activity: Membership › Membership of professional association › Research
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ACM SIGEVO (External organisation)
Lopez-Ibanez, M. (Member)
Jul 2019 → …Activity: Membership › Membership of professional association › Research
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ACM Transactions on Evolutionary Learning and Optimization (Journal)
Lopez-Ibanez, M. (Member of editorial board)
Jul 2019 → …Activity: Publication peer-review and editorial work › Editorial work › Research
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Evolutionary Computation (Journal)
Lopez-Ibanez, M. (Member of editorial board)
Apr 2019 → …Activity: Publication peer-review and editorial work › Editorial work › Research
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Operations Research Perspectives (Journal)
Lopez-Ibanez, M. (Member of editorial board)
Jul 2016 → …Activity: Publication peer-review and editorial work › Editorial work › Research