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Manuel López-Ibáñez 0001

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affiliation: University of Manchester, UK
affiliation (former): University of Málaga, Spain
affiliation (former): University of Manchester, UK

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2020 – today

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2025
[j38]
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Rong Qu, Nelishia Pillay, Emma Hart, Manuel López-Ibáñez:
Guest Editorial Machine-Learning-Assisted Evolutionary Computation. IEEE Trans. Evol. Comput. 29(3): 571-573 (2025)
[c94]
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Shuaiqun Pan, Diederick Vermetten, Manuel López-Ibáñez, Thomas Bäck, Hao Wang:
Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks. CEC 2025: 1-8
[c93]
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Diederick Vermetten, Jeroen Rook, Oliver L. Preuß, Jacob de Nobel, Carola Doerr, Manuel López-Ibáñez, Heike Trautmann, Thomas Bäck:
MO-IOHinspector: Anytime Benchmarking of Multi-objective Algorithms Using IOHprofiler. EMO (1) 2025: 242-256
[i22]
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  - journals/corr/abs-2501-14012
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Shuaiqun Pan, Diederick Vermetten, Manuel López-Ibáñez, Thomas Bäck, Hao Wang:
Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks. CoRR abs/2501.14012 (2025)
[i21]
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  - journals/corr/abs-2501-18344
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Shuaiqun Pan, Diederick Vermetten, Manuel López-Ibáñez, Thomas Bäck, Hao Wang:
Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations. CoRR abs/2501.18344 (2025)
2024
[j37]
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Manuel López-Ibáñez, Luís Paquete, Mike Preuss:
Editorial for the Special Issue on Reproducibility. Evol. Comput. 32(1): 1-2 (2024)
[j36]
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Raúl Martín-Santamaría, Manuel López-Ibáñez, Thomas Stützle, J. Manuel Colmenar:
On the automatic generation of metaheuristic algorithms for combinatorial optimization problems. Eur. J. Oper. Res. 318(3): 740-751 (2024)
[j35]
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  - journals/swarm/DorigoHLGEPSC24
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Marco Dorigo, Heiko Hamann, Manuel López-Ibáñez, José García-Nieto, Andries P. Engelbrecht, Carlo Pinciroli, Volker Strobel, Christian Leonardo Camacho-Villalón:
Ants 2022 special issue. Swarm Intell. 18(2): 101-103 (2024)
[j34]
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  - journals/swarm/NebroLGC24
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Antonio J. Nebro, Manuel López-Ibáñez, José García-Nieto, Carlos A. Coello Coello:
On the automatic design of multi-objective particle swarm optimizers: experimentation and analysis. Swarm Intell. 18(2): 105-139 (2024)
[j33]
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Seyed Mahdi Shavarani, Manuel López-Ibáñez, Richard Allmendinger:
Detecting Hidden and Irrelevant Objectives in Interactive Multiobjective Optimization. IEEE Trans. Evol. Comput. 28(2): 544-557 (2024)
[j32]
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Miqing Li, Manuel López-Ibáñez, Xin Yao:
Multi-Objective Archiving. IEEE Trans. Evol. Comput. 28(3): 696-717 (2024)
[j31]
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Seyed Mahdi Shavarani, Manuel López-Ibáñez, Joshua D. Knowles:
On Benchmarking Interactive Evolutionary Multiobjective Algorithms. IEEE Trans. Evol. Comput. 28(4): 1084-1098 (2024)
[c92]
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Shuaiqun Pan, Diederick Vermetten, Manuel López-Ibáñez, Thomas Bäck, Hao Wang:
Transfer Learning of Surrogate Models via Domain Affine Transformation. GECCO 2024
[c91]
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  - conf/gecco/Pricopie0LFBK24
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Stefan Pricopie, Richard Allmendinger, Manuel López-Ibáñez, Clyde Fare, Matt Benatan, Joshua D. Knowles:
Bayesian Optimization with Setup Switching Cost. GECCO Companion 2024: 103-104
[c90]
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Anthony Rasulo, Kate Smith-Miles, Mario A. Muñoz, Julia Handl, Manuel López-Ibáñez:
Extending Instance Space Analysis to Algorithm Configuration Spaces. GECCO Companion 2024: 147-150
[c89]
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Stefan Pricopie, Richard Allmendinger, Manuel López-Ibáñez, Clyde Fare, Matt Benatan, Joshua D. Knowles:
An Adaptive Approach to Bayesian Optimization with Setup Switching Costs. PPSN (2) 2024: 340-355
[c88]
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  - conf/synasc/DomingoLSS24
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Carlos Cano Domingo, Manuel López-Ibáñez, Ruxandra Stoean, Manuel Soler-Ortiz:
Counter-Factual Hidden Event Detection: A Proof of Concept Using Machine Learning in Time Series. SYNASC 2024: 279-284
[d4]
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Raúl Martín-Santamaría, Manuel López-Ibáñez, Thomas Stützle, José Manuel Colmenar:
Autoconfig: Balanced Minimum sum-of-squares clustering case. Zenodo, 2024
[d3]
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Raúl Martín-Santamaría, Manuel López-Ibáñez, Thomas Stützle, José Manuel Colmenar:
Autoconfig: Vehicle Routing Problem with Occasional Drivers. Zenodo, 2024
[i20]
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  - journals/corr/abs-2404-02031
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Manuel López-Ibáñez, Diederick Vermetten, Johann Dréo, Carola Doerr:
Using the Empirical Attainment Function for Analyzing Single-objective Black-box Optimization Algorithms. CoRR abs/2404.02031 (2024)
[i19]
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  - journals/corr/abs-2405-08973
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Stefan Pricopie, Richard Allmendinger, Manuel López-Ibáñez, Clyde Fare, Matt Benatan, Joshua D. Knowles:
An adaptive approach to Bayesian Optimization with switching costs. CoRR abs/2405.08973 (2024)
[i18]
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  - journals/corr/abs-2412-07444
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Diederick Vermetten, Jeroen Rook, Oliver Ludger Preuß, Jacob de Nobel, Carola Doerr, Manuel López-Ibáñez, Heike Trautmann, Thomas Bäck:
MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms using IOHprofiler. CoRR abs/2412.07444 (2024)
2023
[j30]
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  - journals/ai/ZhangBCARCVVSHSSTPLBPSGFZLI23
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Yingqian Zhang, Laurens Bliek, Paulo da Costa, Reza Refaei Afshar, Robbert Reijnen, Tom Catshoek, Daniël Vos, Sicco Verwer, Fynn Schmitt-Ulms, André Hottung, Tapan Shah, Meinolf Sellmann, Kevin Tierney, Carl Perreault-Lafleur, Caroline Leboeuf, Federico Bobbio, Justine Pepin, Warley Almeida Silva, Ricardo Gama, Hugo L. Fernandes, Martin Zaefferer, Manuel López-Ibáñez, Ekhine Irurozki:
The first AI4TSP competition: Learning to solve stochastic routing problems. Artif. Intell. 319: 103918 (2023)
[j29]
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  - journals/ec/CintranoFLA23
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Christian Cintrano, Javier Ferrer, Manuel López-Ibáñez, Enrique Alba:
Hybridization of Evolutionary Operators with Elitist Iterated Racing for the Simulation Optimization of Traffic Lights Programs. Evol. Comput. 31(1): 31-51 (2023)
[j28]
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  - journals/ec/MazumdarLCHM23
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Atanu Mazumdar, Manuel López-Ibáñez, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen:
Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems. Evol. Comput. 31(4): 375-399 (2023)
[c87]
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  - conf/emo/ShavaraniLAK23
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Seyed Mahdi Shavarani, Manuel López-Ibáñez, Richard Allmendinger, Joshua D. Knowles:
An Interactive Decision Tree-Based Evolutionary Multi-objective Algorithm. EMO 2023: 620-634
[c86]
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  - conf/evoapps/AvramescuLA13
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Andreea Avramescu, Manuel López-Ibáñez, Richard Allmendinger:
Interactive Stage-Wise Optimisation of Personalised Medicine Supply Chains. EvoApplications@EvoStar 2023: 718-733
[c85]
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  - conf/gecco/LiefoogheL23
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Arnaud Liefooghe, Manuel López-Ibáñez:
Many-objective (Combinatorial) Optimization is Easy. GECCO 2023: 704-712
[c84]
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  - conf/gecco/Izzo023
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Dario Izzo, Manuel López-Ibáñez:
Optimization Challenges at the European Space Agency. GECCO Companion 2023: 1399-1415
[c83]
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  - conf/gecco/XiaoC0S23
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Yunshuang Xiao, Leslie Pérez Cáceres, Manuel López-Ibáñez, Thomas Stützle:
Algorithm Configuration via Continuously Racing: Preliminary Results. GECCO Companion 2023: 1744-1752
[c82]
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  - conf/gecco/Ayodele00LP23
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Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez, Arnaud Liefooghe, Matthieu Parizy:
Applying Ising Machines to Multi-objective QUBOs. GECCO Companion 2023: 2166-2174
[c81]
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  - conf/gecco/Vermetten0M0K23
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Diederick Vermetten, Manuel López-Ibáñez, Olaf Mersmann, Richard Allmendinger, Anna V. Kononova:
Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite. GECCO Companion 2023: 2346-2353
[c80]
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  - conf/gecco/PaulH023
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Ozioma Paul, Julia Handl, Manuel López-Ibáñez:
Capacitated School Bus Routing Problem with Time Windows, Heterogeneous Fleets and Travel Assistants. GECCO Companion 2023: 2374-2377
[c79]
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  - conf/gecco/Caceres0S23
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Leslie Pérez Cáceres, Manuel López-Ibáñez, Thomas Stützle:
Automated Algorithm Configuration and Design. GECCO Companion 2023: 2438-2463
[i17]
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  - journals/corr/abs-2303-09685
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Miqing Li, Manuel López-Ibáñez, Xin Yao:
Multi-Objective Archiving. CoRR abs/2303.09685 (2023)
[i16]
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  - journals/corr/abs-2305-11648
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Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez, Arnaud Liefooghe, Matthieu Parizy:
Applying Ising Machines to Multi-objective QUBOs. CoRR abs/2305.11648 (2023)
[i15]
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  - journals/corr/abs-2305-15102
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Diederick Vermetten, Manuel López-Ibáñez, Olaf Mersmann, Richard Allmendinger, Anna V. Kononova:
Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite. CoRR abs/2305.15102 (2023)
[i14]
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  - journals/dagstuhl-reports/VermettenKL0M23
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Diederick Vermetten, Martin S. Krejca, Marius Lindauer, Manuel López-Ibáñez, Katherine M. Malan:
Synergizing Theory and Practice of Automated Algorithm Design for Optimization (Dagstuhl Seminar 23332). Dagstuhl Reports 13(8): 46-70 (2023)
2022
[j27]
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  - journals/cor/SouzaRL22
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Marcelo de Souza, Marcus Ritt, Manuel López-Ibáñez:
Capping methods for the automatic configuration of optimization algorithms. Comput. Oper. Res. 139: 105615 (2022)
[c78]
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  - conf/antsw/DoblasN0GC22
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Daniel Doblas, Antonio J. Nebro, Manuel López-Ibáñez, José García-Nieto, Carlos A. Coello Coello:
Automatic Design of Multi-objective Particle Swarm Optimizers. ANTS Conference 2022: 28-40
[c77]
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Andreea Avramescu, Richard Allmendinger, Manuel López-Ibáñez, Adriana G. Lopes:
Composite Facility Location Problems: A Case Study of Personalised Medicine. CIBCB 2022: 1-8
[c76]
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  - conf/evoW/Lopez-IbanezCG22
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Manuel López-Ibáñez, Francisco Chicano, Rodrigo Gil-Merino:
The Asteroid Routing Problem: A Benchmark for Expensive Black-Box Permutation Optimization. EvoApplications 2022: 124-140
[c75]
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  - conf/gecco/SouzaR022
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Marcelo de Souza, Marcus Ritt, Manuel López-Ibáñez:
Efficient configuration of optimization algorithms. GECCO Companion 2022: 17-18
[c74]
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  - conf/gecco/Ayodele00P22
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Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez, Matthieu Parizy:
Multi-objective QUBO solver: bi-objective quadratic assignment problem. GECCO 2022: 467-475
[c73]
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  - conf/gecco/Kim0022
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Youngmin Kim, Richard Allmendinger, Manuel López-Ibáñez:
Are evolutionary algorithms safe optimizers? GECCO 2022: 814-822
[c72]
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Stefan Pricopie, Richard Allmendinger, Manuel López-Ibáñez, Clyde Fare, Matt Benatan, Joshua D. Knowles:
Expensive optimization with production-graph resource constraints: a first look at a new problem class. GECCO 2022: 840-848
[c71]
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Diederick Vermetten, Hao Wang, Manuel López-Ibáñez, Carola Doerr, Thomas Bäck:
Analyzing the impact of undersampling on the benchmarking and configuration of evolutionary algorithms. GECCO 2022: 867-875
[c70]
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  - conf/gecco/Stutzle0P22
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Thomas Stützle, Manuel López-Ibáñez, Leslie Pérez Cáceres:
Automated algorithm configuration and design. GECCO Companion 2022: 997-1019
[c69]
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  - conf/gecco/Izzo022
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Dario Izzo, Manuel López-Ibáñez:
Optimization challenges at the european space agency. GECCO Companion 2022: 1542-1553
[c68]
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Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez, Matthieu Parizy:
A Study of Scalarisation Techniques for Multi-objective QUBO Solving. OR 2022: 393-399
[c67]
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  - conf/ppsn/TrajanovNCTVTEL22
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Risto Trajanov, Ana Nikolikj, Gjorgjina Cenikj, Fabien Teytaud, Mathurin Videau, Olivier Teytaud, Tome Eftimov, Manuel López-Ibáñez, Carola Doerr:
Improving Nevergrad's Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration. PPSN (1) 2022: 18-31
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Marco Dorigo, Heiko Hamann, Manuel López-Ibáñez, José García-Nieto, Andries P. Engelbrecht, Carlo Pinciroli, Volker Strobel, Christian Leonardo Camacho-Villalón:
Swarm Intelligence - 13th International Conference, ANTS 2022, Málaga, Spain, November 2-4, 2022, Proceedings. Lecture Notes in Computer Science 13491, Springer 2022, ISBN 978-3-031-20175-2 [contents]
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Diederick Vermetten, Hao Wang, Manuel López-Ibáñez, Carola Doerr, Thomas Bäck:
Analyzing the Impact of Undersampling on the Benchmarkingand Configuration of Evolutionary Algorithms - Dataset. Zenodo, 2022
[i13]
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Laurens Bliek, Paulo da Costa, Reza Refaei Afshar, Yingqian Zhang, Tom Catshoek, Daniël Vos, Sicco Verwer, Fynn Schmitt-Ulms, André Hottung, Tapan Shah, Meinolf Sellmann, Kevin Tierney, Carl Perreault-Lafleur, Caroline Leboeuf, Federico Bobbio, Justine Pepin, Warley Almeida Silva, Ricardo Gama, Hugo L. Fernandes, Martin Zaefferer, Manuel López-Ibáñez, Ekhine Irurozki:
The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems. CoRR abs/2201.10453 (2022)
[i12]
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Youngmin Kim, Richard Allmendinger, Manuel López-Ibáñez:
Are Evolutionary Algorithms Safe Optimizers? CoRR abs/2203.12622 (2022)
[i11]
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Diederick Vermetten, Hao Wang, Manuel López-Ibáñez, Carola Doerr, Thomas Bäck:
Analyzing the Impact of Undersampling on the Benchmarking and Configuration of Evolutionary Algorithms. CoRR abs/2204.09353 (2022)
[i10]
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  - journals/corr/abs-2205-13399
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Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez, Matthieu Parizy:
Multi-objective QUBO Solver: Bi-objective Quadratic Assignment. CoRR abs/2205.13399 (2022)
[i9]
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Risto Trajanov, Ana Nikolikj, Gjorgjina Cenikj, Fabien Teytaud, Mathurin Videau, Olivier Teytaud, Tome Eftimov, Manuel López-Ibáñez, Carola Doerr:
Improving Nevergrad's Algorithm Selection Wizard NGOpt through Automated Algorithm Configuration. CoRR abs/2209.04412 (2022)
[i8]
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  - journals/corr/abs-2210-11321
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Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez, Matthieu Parizy:
A Study of Scalarisation Techniques for Multi-Objective QUBO Solving. CoRR abs/2210.11321 (2022)
2021
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Juan Esteban Diaz, Manuel López-Ibáñez:
Incorporating decision-maker's preferences into the automatic configuration of bi-objective optimisation algorithms. Eur. J. Oper. Res. 289(3): 1209-1222 (2021)
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Lucía Rivadeneira, Jian-Bo Yang, Manuel López-Ibáñez:
Predicting tweet impact using a novel evidential reasoning prediction method. Expert Syst. Appl. 169: 114400 (2021)
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Babooshka Shavazipour, Manuel López-Ibáñez, Kaisa Miettinen:
Visualizations for decision support in scenario-based multiobjective optimization. Inf. Sci. 578: 1-21 (2021)
[j23]
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Manuel López-Ibáñez, Jürgen Branke, Luís Paquete:
Reproducibility in Evolutionary Computation. ACM Trans. Evol. Learn. Optim. 1(4): 14:1-14:21 (2021)
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Christian Cintrano, Javier Ferrer, Manuel López-Ibáñez, Enrique Alba:
Hybridization of Racing Methods with Evolutionary Operators for Simulation Optimization of Traffic Lights Programs. EvoCOP 2021: 17-33
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Andreea Avramescu, Richard Allmendinger, Manuel López-Ibáñez:
A Multi-objective Multi-type Facility Location Problem for the Delivery of Personalised Medicine. EvoApplications 2021: 388-403
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Manuel López-Ibáñez, Juan Esteban Diaz:
Interactive parameter tuning of bi-objective optimisation algorithms using the empirical attainment function. GECCO Companion 2021: 37-38
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Ekhine Irurozki, Manuel López-Ibáñez:
Unbalanced mallows models for optimizing expensive black-box permutation problems. GECCO 2021: 225-233
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Luís Paquete, Manuel López-Ibáñez:
Replicability and reproducibility in evolutionary optimization. GECCO Companion 2021: 454-462
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Seyed Mahdi Shavarani, Manuel López-Ibáñez, Joshua D. Knowles:
Realistic utility functions prove difficult for state-of-the-art interactive multiobjective optimization algorithms. GECCO 2021: 457-465
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Thomas Stützle, Manuel López-Ibáñez:
Automated algorithm configuration and design. GECCO Companion 2021: 959-982
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Tinkle Chugh, Manuel López-Ibáñez:
Maximising hypervolume and minimising ϵ-indicators using Bayesian optimisation over sets. GECCO Companion 2021: 1326-1334
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Manuel López-Ibáñez, Leslie Pérez Cáceres, Jérémie Dubois-Lacoste, Thomas Stützle, Mauro Birattari, Zhi Yuan, Prasanna Balaprakash:
irace. Zenodo, 2021
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Youngmin Kim, Richard Allmendinger, Manuel López-Ibáñez:
Safe Learning and Optimization Techniques: Towards a Survey of the State of the Art. CoRR abs/2101.09505 (2021)
[i6]
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Manuel López-Ibáñez, Jürgen Branke, Luís Paquete:
Reproducibility in Evolutionary Computation. CoRR abs/2102.03380 (2021)
[i5]
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Johann Dréo, Manuel López-Ibáñez:
Extensible Logging and Empirical Attainment Function for IOHexperimenter. CoRR abs/2109.13773 (2021)
2020
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Automatically Designing State-of-the-Art Multi- and Many-Objective Evolutionary Algorithms. Evol. Comput. 28(2): 195-226 (2020)
[j21]
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Patrycja Strycharczuk, Manuel López-Ibáñez, Georgina Brown, Adrian Leemann:
General Northern English. Exploring Regional Variation in the North of England With Machine Learning. Frontiers Artif. Intell. 3: 48 (2020)
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Manuel López-Ibáñez, Thomas Stützle:
Automated algorithm configuration and design. GECCO Companion 2020: 1075-1100
[c57]
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Youngmin Kim, Richard Allmendinger, Manuel López-Ibáñez:
Safe Learning and Optimization Techniques: Towards a Survey of the State of the Art. TAILOR 2020: 123-139
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Automatic Configuration of Multi-objective Optimizers and Multi-objective Configuration. High-Performance Simulation-Based Optimization 2020: 69-92
[i4]
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  - journals/corr/abs-2005-05613
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Mudita Sharma, Manuel López-Ibáñez, Dimitar Kazakov:
Unified Framework for the Adaptive Operator Selection of Discrete Parameters. CoRR abs/2005.05613 (2020)
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  - journals/corr/abs-2007-03488
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Thomas Bartz-Beielstein, Carola Doerr, Jakob Bossek, Sowmya Chandrasekaran, Tome Eftimov, Andreas Fischbach, Pascal Kerschke, Manuel López-Ibáñez, Katherine M. Malan, Jason H. Moore, Boris Naujoks, Patryk Orzechowski, Vanessa Volz, Markus Wagner, Thomas Weise:
Benchmarking in Optimization: Best Practice and Open Issues. CoRR abs/2007.03488 (2020)

2010 – 2019

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2019
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Javier Ferrer, Manuel López-Ibáñez, Enrique Alba:
Reliable simulation-optimization of traffic lights in a real-world city. Appl. Soft Comput. 78: 697-711 (2019)
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Simon Wessing, Manuel López-Ibáñez:
Latin Hypercube Designs with Branching and Nested Factors for Initialization of Automatic Algorithm Configuration. Evol. Comput. 27(1): 129-145 (2019)
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Atanu Mazumdar, Tinkle Chugh, Kaisa Miettinen, Manuel López-Ibáñez:
On Dealing with Uncertainties from Kriging Models in Offline Data-Driven Evolutionary Multiobjective Optimization. EMO 2019: 463-474
[c55]
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Archiver effects on the performance of state-of-the-art multi- and many-objective evolutionary algorithms. GECCO 2019: 620-628
[c54]
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Mudita Sharma, Alexandros Komninos, Manuel López-Ibáñez, Dimitar Kazakov:
Deep reinforcement learning based parameter control in differential evolution. GECCO 2019: 709-717
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Antonio J. Nebro, Manuel López-Ibáñez, Cristóbal Barba-González, José García-Nieto:
Automatic configuration of NSGA-II with jMetal and irace. GECCO (Companion) 2019: 1374-1381
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Bhupinder Singh Saini, Manuel López-Ibáñez, Kaisa Miettinen:
Automatic surrogate modelling technique selection based on features of optimization problems. GECCO (Companion) 2019: 1765-1772
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Manuel López-Ibáñez, Anne Auger, Thomas Stützle:
Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2019, Prague, Czech Republic, July 13-17, 2019. ACM 2019, ISBN 978-1-4503-6748-6 [contents]
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Mudita Sharma, Alexandros Komninos, Manuel López-Ibáñez, Dimitar Kazakov:
Deep Reinforcement Learning Based Parameter Control in Differential Evolution. CoRR abs/1905.08006 (2019)
2018
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
A Large-Scale Experimental Evaluation of High-Performing Multi- and Many-Objective Evolutionary Algorithms. Evol. Comput. 26(4) (2018)
[c51]
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Arnaud Liefooghe, Manuel López-Ibáñez, Luís Paquete, Sébastien Vérel:
Dominance, epsilon, and hypervolume local optimal sets in multi-objective optimization, and how to tell the difference. GECCO 2018: 324-331
[c50]
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Manuel López-Ibáñez, Thomas Stützle:
Automated offline design of algorithms. GECCO (Companion) 2018: 1093-1120
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Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Manuel López-Ibáñez, Hernán E. Aguirre, Kiyoshi Tanaka:
On Pareto Local Optimal Solutions Networks. PPSN (2) 2018: 232-244
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Mudita Sharma, Manuel López-Ibáñez, Dimitar Kazakov:
Performance Assessment of Recursive Probability Matching for Adaptive Operator Selection in Differential Evolution. PPSN (2) 2018: 321-333
[c47]
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Aymeric Blot, Manuel López-Ibáñez, Marie-Eléonore Kessaci, Laetitia Jourdan:
New Initialisation Techniques for Multi-objective Local Search - Application to the Bi-objective Permutation Flowshop. PPSN (1) 2018: 323-334
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Arnaud Liefooghe, Manuel López-Ibáñez:
Evolutionary Computation in Combinatorial Optimization - 18th European Conference, EvoCOP 2018, Parma, Italy, April 4-6, 2018, Proceedings. Lecture Notes in Computer Science 10782, Springer 2018, ISBN 978-3-319-77448-0 [contents]
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Manuel López-Ibáñez, Thomas Stützle, Marco Dorigo:
Ant Colony Optimization: A Component-Wise Overview. Handbook of Heuristics 2018: 371-407
2017
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Marco Dorigo, Mauro Birattari, Xiaodong Li, Manuel López-Ibáñez, Kazuhiro Ohkura, Carlo Pinciroli, Thomas Stützle:
ANTS 2016 special issue: Editorial. Swarm Intell. 11(3-4): 181-183 (2017)
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
An Empirical Assessment of the Properties of Inverted Generational Distance on Multi- and Many-Objective Optimization. EMO 2017: 31-45
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Manuel López-Ibáñez, Thomas Stützle:
Automated offline design of algorithms. GECCO (Companion) 2017: 1038-1065
[c44]
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  - conf/lion/CaceresLHS17
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Leslie Pérez Cáceres, Manuel López-Ibáñez, Holger H. Hoos, Thomas Stützle:
An Experimental Study of Adaptive Capping in irace. LION 2017: 235-250
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Bin Hu, Manuel López-Ibáñez:
Evolutionary Computation in Combinatorial Optimization - 17th European Conference, EvoCOP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings. Lecture Notes in Computer Science 10197, 2017, ISBN 978-3-319-55452-5 [contents]
2016
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Christian Blum, Pedro Pinacho Davidson, Manuel López-Ibáñez, José Antonio Lozano:
Construct, Merge, Solve & Adapt A new general algorithm for combinatorial optimization. Comput. Oper. Res. 68: 75-88 (2016)
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Automatic Component-Wise Design of Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 20(3): 403-417 (2016)
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Thomas Stützle, Manuel López-Ibáñez:
Automatic (Offline) Configuration of Algorithms. GECCO (Companion) 2016: 795-818
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Manuel López-Ibáñez, Daniel R. Tauritz, John R. Woodward:
ECADA 2016 Chairs' Welcome. GECCO (Companion) 2016: 1339
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Marco Dorigo, Mauro Birattari, Xiaodong Li, Manuel López-Ibáñez, Kazuhiro Ohkura, Carlo Pinciroli, Thomas Stützle:
Swarm Intelligence - 10th International Conference, ANTS 2016, Brussels, Belgium, September 7-9, 2016, Proceedings. Lecture Notes in Computer Science 9882, Springer 2016, ISBN 978-3-319-44426-0 [contents]
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Julia Handl, Emma Hart, Peter R. Lewis, Manuel López-Ibáñez, Gabriela Ochoa, Ben Paechter:
Parallel Problem Solving from Nature - PPSN XIV - 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings. Lecture Notes in Computer Science 9921, Springer 2016, ISBN 978-3-319-45822-9 [contents]
2015
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Jérémie Dubois-Lacoste, Manuel López-Ibáñez, Thomas Stützle:
Anytime Pareto local search. Eur. J. Oper. Res. 243(2): 369-385 (2015)
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Leslie Pérez Cáceres, Manuel López-Ibáñez, Thomas Stützle:
Ant colony optimization on a limited budget of evaluations. Swarm Intell. 9(2-3): 103-124 (2015)
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
To DE or Not to DE? Multi-objective Differential Evolution Revisited from a Component-Wise Perspective. EMO (1) 2015: 48-63
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Manuel López-Ibáñez, Joshua D. Knowles:
Machine Decision Makers as a Laboratory for Interactive EMO. EMO (2) 2015: 295-309
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Comparing Decomposition-Based and Automatically Component-Wise Designed Multi-Objective Evolutionary Algorithms. EMO (1) 2015: 396-410
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Thomas Stützle, Manuel López-Ibáñez:
Automatic (Offline) Configuration of Algorithms. GECCO (Companion) 2015: 681-702
2014
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Franco Mascia, Manuel López-Ibáñez, Jérémie Dubois-Lacoste, Thomas Stützle:
Grammar-based generation of stochastic local search heuristics through automatic algorithm configuration tools. Comput. Oper. Res. 51: 190-199 (2014)
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Manuel López-Ibáñez, Thomas Stützle:
Automatically improving the anytime behaviour of optimisation algorithms. Eur. J. Oper. Res. 235(3): 569-582 (2014)
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Leslie Pérez Cáceres, Manuel López-Ibáñez, Thomas Stützle:
Ant Colony Optimization on a Budget of 1000. ANTS Conference 2014: 50-61
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Leslie Pérez Cáceres, Manuel López-Ibáñez, Thomas Stützle:
An Analysis of Parameters of irace. EvoCOP 2014: 37-48
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Manuel López-Ibáñez, Thomas Stützle:
Automatic (offline) configuration of algorithms. GECCO (Companion) 2014: 921-946
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Manuel López-Ibáñez, Franco Mascia, Marie-Eléonore Marmion, Thomas Stützle:
A template for designing single-solution hybrid metaheuristics. GECCO (Companion) 2014: 1423-1426
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Franco Mascia, Manuel López-Ibáñez, Jérémie Dubois-Lacoste, Marie-Eléonore Marmion, Thomas Stützle:
Algorithm Comparison by Automatically Configurable Stochastic Local Search Frameworks: A Case Study Using Flow-Shop Scheduling Problems. Hybrid Metaheuristics 2014: 30-44
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Frank Hutter, Manuel López-Ibáñez, Chris Fawcett, Marius Lindauer, Holger H. Hoos, Kevin Leyton-Brown, Thomas Stützle:
AClib: A Benchmark Library for Algorithm Configuration. LION 2014: 36-40
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Deconstructing Multi-objective Evolutionary Algorithms: An Iterative Analysis on the Permutation Flow-Shop Problem. LION 2014: 157-172
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Automatic Design of Evolutionary Algorithms for Multi-Objective Combinatorial Optimization. PPSN 2014: 508-517
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Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Vérel:
Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. PPSN 2014: 621-630
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Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Vérel:
Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. CoRR abs/1409.5719 (2014)
2013
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Manuel López-Ibáñez, Christian Blum, Jeffrey W. Ohlmann, Barrett W. Thomas:
The travelling salesman problem with time windows: Adapting algorithms from travel-time to makespan optimization. Appl. Soft Comput. 13(9): 3806-3815 (2013)
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Andreea Radulescu, Manuel López-Ibáñez, Thomas Stützle:
Automatically Improving the Anytime Behaviour of Multiobjective Evolutionary Algorithms. EMO 2013: 825-840
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
An Analysis of Local Search for the Bi-objective Bidimensional Knapsack Problem. EvoCOP 2013: 85-96
[c26]
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Thomas Stützle, Manuel López-Ibáñez:
Automatic (offline) configuration of algorithms. GECCO (Companion) 2013: 893-918
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Florence Massen, Manuel López-Ibáñez, Thomas Stützle, Yves Deville:
Experimental Analysis of Pheromone-Based Heuristic Column Generation Using irace. Hybrid Metaheuristics 2013: 92-106
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Marie-Eléonore Marmion, Franco Mascia, Manuel López-Ibáñez, Thomas Stützle:
Automatic Design of Hybrid Stochastic Local Search Algorithms. Hybrid Metaheuristics 2013: 144-158
[c23]
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Franco Mascia, Manuel López-Ibáñez, Jérémie Dubois-Lacoste, Thomas Stützle:
From Grammars to Parameters: Automatic Iterated Greedy Design for the Permutation Flow-Shop Problem with Weighted Tardiness. LION 2013: 321-334
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Jérémie Dubois-Lacoste, Manuel López-Ibáñez, Thomas Stützle:
Combining Two Search Paradigms for Multi-objective Optimization: Two-Phase and Pareto Local Search. Hybrid Metaheuristics 2013: 97-117
2012
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Manuel López-Ibáñez, Thomas Stützle:
An experimental analysis of design choices of multi-objective ant colony optimization algorithms. Swarm Intell. 6(3): 207-232 (2012)
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Manuel López-Ibáñez, Thomas Stützle:
The Automatic Design of Multiobjective Ant Colony Optimization Algorithms. IEEE Trans. Evol. Comput. 16(6): 861-875 (2012)
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Automatic Generation of Multi-objective ACO Algorithms for the Bi-objective Knapsack. ANTS 2012: 37-48
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Jérémie Dubois-Lacoste, Manuel López-Ibáñez, Thomas Stützle:
Pareto Local Search Algorithms for Anytime Bi-objective Optimization. EvoCOP 2012: 206-217
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Dimo Brockhoff, Manuel López-Ibáñez, Boris Naujoks, Günter Rudolph:
Runtime Analysis of Simple Interactive Evolutionary Biobjective Optimization Algorithms. PPSN (1) 2012: 123-132
[c19]
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Manuel López-Ibáñez, Tianjun Liao, Thomas Stützle:
On the Anytime Behavior of IPOP-CMA-ES. PPSN (1) 2012: 357-366
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Thomas Stützle, Manuel López-Ibáñez, Paola Pellegrini, Michael Maur, Marco Antonio Montes de Oca, Mauro Birattari, Marco Dorigo:
Parameter Adaptation in Ant Colony Optimization. Autonomous Search 2012: 191-215
2011
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Jérémie Dubois-Lacoste, Manuel López-Ibáñez, Thomas Stützle:
Improving the anytime behavior of two-phase local search. Ann. Math. Artif. Intell. 61(2): 125-154 (2011)
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Jérémie Dubois-Lacoste, Manuel López-Ibáñez, Thomas Stützle:
A hybrid TP+PLS algorithm for bi-objective flow-shop scheduling problems. Comput. Oper. Res. 38(8): 1219-1236 (2011)
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Manuel López-Ibáñez, T. Devi Prasad, Ben Paechter:
Representations and Evolutionary Operators for the Scheduling of Pump Operations in Water Distribution Networks. Evol. Comput. 19(3): 429-467 (2011)
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Stefan Eppe, Manuel López-Ibáñez, Thomas Stützle, Yves De Smet:
An experimental study of preference model integration into multi-objective optimization heuristics. IEEE Congress on Evolutionary Computation 2011: 2751-2758
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Manuel López-Ibáñez, Joshua D. Knowles, Marco Laumanns:
On Sequential Online Archiving of Objective Vectors. EMO 2011: 46-60
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Carlos M. Fonseca, Andreia P. Guerreiro, Manuel López-Ibáñez, Luís Paquete:
On the Computation of the Empirical Attainment Function. EMO 2011: 106-120
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Jérémie Dubois-Lacoste, Manuel López-Ibáñez, Thomas Stützle:
Automatic configuration of state-of-the-art multi-objective optimizers using the TP+PLS framework. GECCO 2011: 2019-2026
2010
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Manuel López-Ibáñez, Christian Blum:
Beam-ACO for the travelling salesman problem with time windows. Comput. Oper. Res. 37(9): 1570-1583 (2010)
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Manuel López-Ibáñez, Thomas Stützle:
Automatic Configuration of Multi-Objective ACO Algorithms. ANTS Conference 2010: 95-106
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Michael Maur, Manuel López-Ibáñez, Thomas Stützle:
Pre-scheduled and adaptive parameter variation in MAX-MIN Ant System. IEEE Congress on Evolutionary Computation 2010: 1-8
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Manuel López-Ibáñez, Thomas Stützle:
The impact of design choices of multiobjective antcolony optimization algorithms on performance: an experimental study on the biobjective TSP. GECCO 2010: 71-78
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Manuel López-Ibáñez, Thomas Stützle, Luís Paquete:
Graphical tools for the analysis of bi-objective optimization algorithms: [workshop on theoretical aspects of evolutionary multiobjective optimization]. GECCO (Companion) 2010: 1959-1962
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Manuel López-Ibáñez:
Ant colony optimization. GECCO (Companion) 2010: 2353-2384
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Jérémie Dubois-Lacoste, Manuel López-Ibáñez, Thomas Stützle:
Adaptive "Anytime" Two-Phase Local Search. LION 2010: 52-67
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Manuel López-Ibáñez, Luís Paquete, Thomas Stützle:
Exploratory Analysis of Stochastic Local Search Algorithms in Biobjective Optimization. Experimental Methods for the Analysis of Optimization Algorithms 2010: 209-222

2000 – 2009

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2009
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Christian Blum, Maria J. Blesa, Manuel López-Ibáñez:
Beam search for the longest common subsequence problem. Comput. Oper. Res. 36(12): 3178-3186 (2009)
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Nicola Beume, Carlos M. Fonseca, Manuel López-Ibáñez, Luís Paquete, Jan Vahrenhold:
On the Complexity of Computing the Hypervolume Indicator. IEEE Trans. Evol. Comput. 13(5): 1075-1082 (2009)
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Manuel López-Ibáñez, Thomas Stützle:
An Analysis of Algorithmic Components for Multiobjective Ant Colony Optimization: A Case Study on the Biobjective TSP. Artificial Evolution 2009: 134-145
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Manuel López-Ibáñez, Christian Blum, Dhananjay R. Thiruvady, Andreas T. Ernst, Bernd Meyer:
Beam-ACO Based on Stochastic Sampling for Makespan Optimization Concerning the TSP with Time Windows. EvoCOP 2009: 97-108
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Jérémie Dubois-Lacoste, Manuel López-Ibáñez, Thomas Stützle:
Effective Hybrid Stochastic Local Search Algorithms for Biobjective Permutation Flowshop Scheduling. Hybrid Metaheuristics 2009: 100-114
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Manuel López-Ibáñez, Christian Blum:
Beam-ACO Based on Stochastic Sampling: A Case Study on the TSP with Time Windows. LION 2009: 59-73
2007
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Manuel López-Ibáñez, T. Devi Prasad, Ben Paechter:
Solving optimal pump control problem using max-min ant system. GECCO 2007: 176
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Luís Paquete, Thomas Stützle, Manuel López-Ibáñez:
Using Experimental Design to Analyze Stochastic Local Search Algorithms for Multiobjective Problems. Metaheuristics 2007: 325-344
2006
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Manuel López-Ibáñez, Luís Paquete, Thomas Stützle:
Hybrid Population-Based Algorithms for the Bi-Objective Quadratic Assignment Problem. J. Math. Model. Algorithms 5(1): 111-137 (2006)
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Carlos M. Fonseca, Luís Paquete, Manuel López-Ibáñez:
An Improved Dimension-Sweep Algorithm for the Hypervolume Indicator. IEEE Congress on Evolutionary Computation 2006: 1157-1163
2005
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Manuel López-Ibáñez, T. Devi Prasad, Ben Paechter:
Multi-objective optimisation of the pump scheduling problem using SPEA2. Congress on Evolutionary Computation 2005: 435-442
2004
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Manuel López-Ibáñez, Luís Paquete, Thomas Stützle:
On the Design of ACO for the Biobjective Quadratic Assignment Problem. ANTS Workshop 2004: 214-225

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