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Thomas Stützle
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- affiliation: Université libre de Bruxelles, Belgium
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2020 – today
- 2025
- [j111]David Garzón-Ramos
, Federico Pagnozzi, Thomas Stützle
, Mauro Birattari
:
Automatic Design of Robot Swarms under Concurrent Design Criteria: A Study Based on Iterated F-Race. Adv. Intell. Syst. 7(1) (2025) - 2024
- [j110]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) - [e16]Thomas Stützle, Markus Wagner:
Evolutionary Computation in Combinatorial Optimization - 24th European Conference, EvoCOP 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings. Lecture Notes in Computer Science 14632, Springer 2024, ISBN 978-3-031-57711-6 [contents] - [d3]Raúl Martín-Santamaría
, Manuel López-Ibáñez
, Thomas Stützle
, José Manuel Colmenar
:
Autoconfig: Balanced Minimum sum-of-squares clustering case. Zenodo, 2024 - [d2]Raúl Martín-Santamaría
, Manuel López-Ibáñez
, Thomas Stützle
, José Manuel Colmenar
:
Autoconfig: Vehicle Routing Problem with Occasional Drivers. Zenodo, 2024 - 2023
- [j109]Alberto Franzin
, Thomas Stützle:
A landscape-based analysis of fixed temperature and simulated annealing. Eur. J. Oper. Res. 304(2): 395-410 (2023) - [j108]Christian Leonardo Camacho-Villalón, Marco Dorigo, Thomas Stützle:
Exposing the grey wolf, moth-flame, whale, firefly, bat, and antlion algorithms: six misleading optimization techniques inspired by bestial metaphors. Int. Trans. Oper. Res. 30(6): 2945-2971 (2023) - [c135]Yunshuang Xiao
, Leslie Pérez Cáceres
, Manuel López-Ibáñez
, Thomas Stützle
:
Algorithm Configuration via Continuously Racing: Preliminary Results. GECCO Companion 2023: 1744-1752 - [c134]Leslie Pérez Cáceres
, Manuel López-Ibáñez
, Thomas Stützle
:
Automated Algorithm Configuration and Design. GECCO Companion 2023: 2438-2463 - [e15]Leslie Pérez Cáceres
, Thomas Stützle
:
Evolutionary Computation in Combinatorial Optimization - 23rd European Conference, EvoCOP 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings. Lecture Notes in Computer Science 13987, Springer 2023, ISBN 978-3-031-30034-9 [contents] - 2022
- [j107]Christian Leonardo Camacho-Villalón
, Marco Dorigo
, Thomas Stützle
:
An analysis of why cuckoo search does not bring any novel ideas to optimization. Comput. Oper. Res. 142: 105747 (2022) - [j106]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen
:
Preface to the Special Cluster on Stochastic Local Search: Recent Developments and Trends. Int. Trans. Oper. Res. 29(5): 2735-2736 (2022) - [j105]Federico Pagnozzi
, Thomas Stützle:
Evaluating the impact of grammar complexity in automatic algorithm design. Int. Trans. Oper. Res. 29(5): 2789-2814 (2022) - [j104]Claus Aranha
, Christian Leonardo Camacho-Villalón
, Felipe Campelo
, Marco Dorigo
, Rubén Ruiz
, Marc Sevaux
, Kenneth Sörensen
, Thomas Stützle
:
Metaphor-based metaheuristics, a call for action: the elephant in the room. Swarm Intell. 16(1): 1-6 (2022) - [j103]Christian Leonardo Camacho-Villalón
, Marco Dorigo
, Thomas Stützle
:
PSO-X: A Component-Based Framework for the Automatic Design of Particle Swarm Optimization Algorithms. IEEE Trans. Evol. Comput. 26(3): 402-416 (2022) - [j102]Thomas Bäck
, Carola Doerr
, Bernhard Sendhoff
, Thomas Stützle:
Guest Editorial Special Issue on Benchmarking Sampling-Based Optimization Heuristics: Methodology and Software. IEEE Trans. Evol. Comput. 26(6): 1202-1205 (2022) - [c133]Imène Ait Abderrahim
, Thomas Stützle
:
Automatic Configuration of Metaheuristics for Solving the Quadratic Three-Dimensional Assignment Problem Using Irace. MIC 2022: 350-364 - [c132]Thomas Stützle, Manuel López-Ibáñez, Leslie Pérez Cáceres:
Automated algorithm configuration and design. GECCO Companion 2022: 997-1019 - 2021
- [j101]Sabrina M. Oliveira, Leonardo C. T. Bezerra
, Thomas Stützle, Marco Dorigo, Elizabeth F. Wanner
, Sérgio Ricardo de Souza:
A computational study on ant colony optimization for the traveling salesman problem with dynamic demands. Comput. Oper. Res. 135: 105359 (2021) - [j100]Marco Dorigo, Thomas Stützle, Maria J. Blesa, Christian Blum, Heiko Hamann, Mary Katherine Heinrich
:
ANTS 2020 Special Issue: Editorial. Swarm Intell. 15(4): 311-313 (2021) - [c131]Gabriela Cavalcante da Silva, Elizabeth F. Wanner
, Leonardo C. T. Bezerra
, Thomas Stützle:
Revisiting Pareto-Optimal Multi- and Many-Objective Reference Fronts for Continuous Optimization. CEC 2021: 1171-1178 - [c130]Thomas Stützle, Manuel López-Ibáñez:
Automated algorithm configuration and design. GECCO Companion 2021: 959-982 - [d1]Manuel López-Ibáñez
, Leslie Pérez Cáceres
, Jérémie Dubois-Lacoste, Thomas Stützle
, Mauro Birattari
, Zhi Yuan, Prasanna Balaprakash
:
irace. Zenodo, 2021 - 2020
- [j99]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) - [j98]Pedro Alfaro-Fernández
, Rubén Ruiz
, Federico Pagnozzi
, Thomas Stützle
:
Automatic Algorithm Design for Hybrid Flowshop Scheduling Problems. Eur. J. Oper. Res. 282(3): 835-845 (2020) - [j97]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Special issue on "Stochastic Local Search: Recent developments and trends". Int. Trans. Oper. Res. 27(1): 697-698 (2020) - [j96]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Special issue on "Stochastic Local Search: Recent developments and trends". Int. Trans. Oper. Res. 27(2): 1263-1264 (2020) - [j95]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Special issue on "Stochastic Local Search: Recent developments and trends". Int. Trans. Oper. Res. 27(3): 1806-1807 (2020) - [j94]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Special issue on "Stochastic Local Search: Recent developments and trends". Int. Trans. Oper. Res. 27(4): 2253-2254 (2020) - [j93]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Special issue on "Stochastic Local Search: Recent developments and trends". Int. Trans. Oper. Res. 27(5): 2685-2686 (2020) - [j92]Jonas Kuckling
, Thomas Stützle, Mauro Birattari
:
Iterative improvement in the automatic modular design of robot swarms. PeerJ Comput. Sci. 6: e322 (2020) - [c129]Christian Leonardo Camacho-Villalón
, Thomas Stützle
, Marco Dorigo
:
Grey Wolf, Firefly and Bat Algorithms: Three Widespread Algorithms that Do Not Contain Any Novelty. ANTS Conference 2020: 121-133 - [c128]Manuel López-Ibáñez, Thomas Stützle:
Automated algorithm configuration and design. GECCO Companion 2020: 1075-1100 - [c127]Alberto Franzin
, Thomas Stützle
:
A Causal Framework for Understanding Optimisation Algorithms. TAILOR 2020: 140-145 - [p17]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 - [e14]Marco Dorigo
, Thomas Stützle
, Maria J. Blesa
, Christian Blum
, Heiko Hamann
, Mary Katherine Heinrich
, Volker Strobel
:
Swarm Intelligence - 12th International Conference, ANTS 2020, Barcelona, Spain, October 26-28, 2020, Proceedings. Lecture Notes in Computer Science 12421, Springer 2020, ISBN 978-3-030-60375-5 [contents]
2010 – 2019
- 2019
- [j91]Alberto Franzin
, Thomas Stützle
:
Revisiting simulated annealing: A component-based analysis. Comput. Oper. Res. 104: 191-206 (2019) - [j90]Federico Pagnozzi
, Thomas Stützle
:
Automatic design of hybrid stochastic local search algorithms for permutation flowshop problems. Eur. J. Oper. Res. 276(2): 409-421 (2019) - [j89]Mauro Birattari
, Antoine Ligot, Darko Bozhinoski, Manuele Brambilla, Gianpiero Francesca, Lorenzo Garattoni, David Garzón-Ramos
, Ken Hasselmann
, Miquel Kegeleirs
, Jonas Kuckling
, Federico Pagnozzi, Andrea Roli, Muhammad Salman
, Thomas Stützle:
Automatic Off-Line Design of Robot Swarms: A Manifesto. Frontiers Robotics AI 6: 59 (2019) - [j88]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Special issue on "Stochastic Local Search: Recent developments and trends". Int. Trans. Oper. Res. 26(6): 2580-2581 (2019) - [j87]Christian Leonardo Camacho-Villalón
, Marco Dorigo, Thomas Stützle:
The intelligent water drops algorithm: why it cannot be considered a novel algorithm - A brief discussion on the use of metaphors in optimization. Swarm Intell. 13(3-4): 173-192 (2019) - [c126]Sabrina M. Oliveira, Elizabeth F. Wanner
, Sérgio Ricardo de Souza, Leonardo C. T. Bezerra
, Thomas Stützle:
The Hypervolume Indicator as a Performance Measure in Dynamic Optimization. EMO 2019: 319-331 - [c125]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 - [e13]Anne Auger, Thomas Stützle:
Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, Prague, Czech Republic, July 13-17, 2019. ACM 2019, ISBN 978-1-4503-6111-8 [contents] - [e12]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] - 2018
- [j86]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) - [j85]Zongxu Mu, Jérémie Dubois-Lacoste, Holger H. Hoos, Thomas Stützle:
On the empirical scaling of running time for finding optimal solutions to the TSP. J. Heuristics 24(6): 879-898 (2018) - [j84]Alberto Franzin
, Leslie Pérez Cáceres
, Thomas Stützle:
Effect of transformations of numerical parameters in automatic algorithm configuration. Optim. Lett. 12(8): 1741-1753 (2018) - [c124]Christian Leonardo Camacho-Villalón
, Marco Dorigo
, Thomas Stützle
:
Why the Intelligent Water Drops Cannot Be Considered as a Novel Algorithm. ANTS Conference 2018: 302-314 - [c123]Christian Cintrano, Francisco Chicano
, Thomas Stützle, Enrique Alba:
Studying Solutions of the p-Median Problem for the Location of Public Bike Stations. CAEPIA 2018: 198-208 - [c122]Manuel López-Ibáñez
, Thomas Stützle:
Automated offline design of algorithms. GECCO (Companion) 2018: 1093-1120 - [c121]Daniel Karapetyan, Andrew J. Parkes, Thomas Stützle:
Algorithm Configuration: Learning Policies for the Quick Termination of Poor Performers. LION 2018: 220-224 - [p16]Marco Chiarandini, Irina Dumitrescu, Thomas Stützle:
Stochastic Local Search Algorithms for the Graph Colouring Problem. Handbook of Approximation Algorithms and Metaheuristics (2) 2018 - [p15]Holger H. Hoos, Thomas Stützle:
Empirical Analysis of Randomised Algorithms. Handbook of Approximation Algorithms and Metaheuristics (1) 2018: 225-242 - [p14]Holger H. Hoos, Thomas Stützle:
Stochastic Local Search. Handbook of Approximation Algorithms and Metaheuristics (1) 2018: 297-307 - [p13]Luís Paquete, Thomas Stützle:
Stochastic Local Search Algorithms for Multiobjective Combinatorial Optimization: A Review. Handbook of Approximation Algorithms and Metaheuristics (1) 2018: 411-425 - [r9]Manuel López-Ibáñez
, Thomas Stützle, Marco Dorigo:
Ant Colony Optimization: A Component-Wise Overview. Handbook of Heuristics 2018: 371-407 - [r8]Thomas Stützle, Rubén Ruiz
:
Iterated Greedy. Handbook of Heuristics 2018: 547-577 - [r7]Thomas Stützle, Rubén Ruiz
:
Iterated Local Search. Handbook of Heuristics 2018: 579-605 - [i3]Daniel Karapetyan, Andrew J. Parkes, Thomas Stützle:
Algorithm Configuration: Learning policies for the quick termination of poor performers. CoRR abs/1803.09785 (2018) - 2017
- [j83]Jérémie Dubois-Lacoste, Federico Pagnozzi
, Thomas Stützle
:
An iterated greedy algorithm with optimization of partial solutions for the makespan permutation flowshop problem. Comput. Oper. Res. 81: 160-166 (2017) - [j82]Leslie Pérez Cáceres
, Thomas Stützle
:
Exploring variable neighborhood search for automatic algorithm configuration. Electron. Notes Discret. Math. 58: 167-174 (2017) - [j81]Stefanie Kritzinger, Fabien Tricoire, Karl F. Doerner, Richard F. Hartl, Thomas Stützle:
A unified framework for routing problems with a fixed fleet size. Int. J. Metaheuristics 6(3): 160-209 (2017) - [j80]Thomas Stützle, Vittorio Maniezzo:
Special issue on "Matheuristics". Int. Trans. Oper. Res. 24(1-2): 389-390 (2017) - [j79]Christian Blum, Angel A. Juan, Helena Ramalhinho Dias Lourenço, Thomas Stützle:
Special issue on "Metaheuristics". Int. Trans. Oper. Res. 24(3): 681-682 (2017) - [j78]Christian Blum, Angel A. Juan, Helena R. Lourenço, Thomas Stützle:
Special issue on "Metaheuristics". Int. Trans. Oper. Res. 24(4): 925-926 (2017) - [j77]Christian Blum, Angel A. Juan, Helena R. Lourenço, Thomas Stützle:
Special issue on "Metaheuristics". Int. Trans. Oper. Res. 24(6): 1587-1588 (2017) - [j76]Federico Pagnozzi
, Thomas Stützle
:
Speeding up local search for the insert neighborhood in the weighted tardiness permutation flowshop problem. Optim. Lett. 11(7): 1283-1292 (2017) - [j75]Dogan Aydin
, Gürcan Yavuz
, Thomas Stützle
:
ABC-X: a generalized, automatically configurable artificial bee colony framework. Swarm Intell. 11(1): 1-38 (2017) - [j74]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) - [c120]Alberto Franzin
, Thomas Stützle:
Comparison of Acceptance Criteria in Randomized Local Searches. Artificial Evolution 2017: 16-29 - [c119]Leslie Pérez Cáceres
, Federico Pagnozzi, Alberto Franzin, Thomas Stützle:
Automatic Configuration of GCC Using Irace. Artificial Evolution 2017: 202-216 - [c118]Jérémie Dubois-Lacoste, Thomas Stützle
:
Tuning of a stigmergy-based traffic light controller as a dynamic optimization problem. CEC 2017: 1-8 - [c117]Sabrina M. Oliveira, Mohamed Saifullah Hussin, Andrea Roli
, Marco Dorigo, Thomas Stützle
:
Analysis of the population-based ant colony optimization algorithm for the TSP and the QAP. CEC 2017: 1734-1741 - [c116]Yuefeng Lin
, Wenli Du, Thomas Stützle
:
Three L-SHADE based algorithms on mixed-variables optimization problems. CEC 2017: 2274-2281 - [c115]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 - [c114]Hayfa Hammami, Thomas Stützle
:
A Computational Study of Neighborhood Operators for Job-Shop Scheduling Problems with Regular Objectives. EvoCOP 2017: 1-17 - [c113]Nguyen Dang
, Leslie Pérez Cáceres
, Patrick De Causmaecker
, Thomas Stützle
:
Configuring irace using surrogate configuration benchmarks. GECCO 2017: 243-250 - [c112]Manuel López-Ibáñez
, Thomas Stützle
:
Automated offline design of algorithms. GECCO (Companion) 2017: 1038-1065 - [c111]Leslie Pérez Cáceres
, Bernd Bischl, Thomas Stützle:
Evaluating random forest models for irace. GECCO (Companion) 2017: 1146-1153 - [c110]Dogan Aydin
, Gürcan Yavuz, Serdar Özyön, Celal Yasar, Thomas Stützle
:
Artificial bee colony framework to non-convex economic dispatch problem with valve point effects: a case study. GECCO (Companion) 2017: 1311-1318 - [c109]George Davidescu, Thomas Stützle
, Valeriy Vyatkin:
Network planning in smart grids via a local search heuristic for spanning forest problems. ISIE 2017: 1212-1218 - [c108]Leslie Pérez Cáceres
, Manuel López-Ibáñez
, Holger H. Hoos, Thomas Stützle:
An Experimental Study of Adaptive Capping in irace. LION 2017: 235-250 - [c107]Mohamed Saifullah Hussin, Thomas Stützle:
Hybrid Simulated Annealing for the Bi-objective Quadratic Assignment Problem. MIWAI 2017: 462-472 - [r6]Marco Dorigo, Mauro Birattari, Thomas Stützle:
Metaheuristic. Encyclopedia of Machine Learning and Data Mining 2017: 817-818 - 2016
- [j73]Mauro Dell'Amico, Manuel Iori
, Stefano Novellani
, Thomas Stützle
:
A destroy and repair algorithm for the Bike sharing Rebalancing Problem. Comput. Oper. Res. 71: 149-162 (2016) - [j72]Thomas Stützle, Vittorio Maniezzo
:
Special issue on "Matheuristics". Int. Trans. Oper. Res. 23(6): 1231-1232 (2016) - [j71]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) - [c106]Gürcan Yavuz, Dogan Aydin
, Thomas Stützle
:
Self-adaptive search equation-based artificial bee colony algorithm on the CEC 2014 benchmark functions. CEC 2016: 1173-1180 - [c105]Jérémie Dubois-Lacoste, Thomas Stützle
:
Configuring a Stigmergy-based Traffic Light Controller. GECCO (Companion) 2016: 137-138 - [c104]Thomas Stützle
, Manuel López-Ibáñez
:
Automatic (Offline) Configuration of Algorithms. GECCO (Companion) 2016: 795-818 - [c103]Silvino Fernandez, Thomas Stützle
, Pablo Valledor Pellicer:
IAM 2016 Chairs' Welcome & Organization. GECCO (Companion) 2016: 911-912 - [c102]Alberto Franzin, Thomas Stützle
:
Exploration of Metaheuristics through Automatic Algorithm Configuration Techniques and Algorithmic Frameworks. GECCO (Companion) 2016: 1341-1347 - [c101]Thomas Stützle:
Automatic Algorithm Configuration: Methods, Applications, and Perspectives. IJCCI (ECTA) 2016: 7 - [c100]Zongxu Mu, Holger H. Hoos, Thomas Stützle
:
The Impact of Automated Algorithm Configuration on the Scaling Behaviour of State-of-the-Art Inexact TSP Solvers. LION 2016: 157-172 - [e11]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] - 2015
- [j70]Tianjun Liao, Daniel Molina
, Thomas Stützle
:
Performance evaluation of automatically tuned continuous optimizers on different benchmark sets. Appl. Soft Comput. 27: 490-503 (2015) - [j69]Prasanna Balaprakash
, Mauro Birattari
, Thomas Stützle
, Marco Dorigo:
Estimation-based metaheuristics for the single vehicle routing problem with stochastic demands and customers. Comput. Optim. Appl. 61(2): 463-487 (2015) - [j68]Jérémie Dubois-Lacoste, Manuel López-Ibáñez
, Thomas Stützle
:
Anytime Pareto local search. Eur. J. Oper. Res. 243(2): 369-385 (2015) - [j67]Holger H. Hoos
, Thomas Stützle
:
On the empirical time complexity of finding optimal solutions vs proving optimality for Euclidean TSP instances. Optim. Lett. 9(6): 1247-1254 (2015) - [j66]Marco Dorigo
, Mauro Birattari
, Simon Garnier
, Heiko Hamann, Marco Antonio Montes de Oca, Christine Solnon, Thomas Stützle
:
ANTS 2014 special issue: Editorial. Swarm Intell. 9(2-3): 71-73 (2015) - [j65]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) - [c99]Dogan Aydin
, Thomas Stützle
:
A configurable generalized artificial bee colony algorithm with local search strategies. CEC 2015: 1067-1074 - [c98]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 - [c97]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 - [c96]Jérémie Dubois-Lacoste, Holger H. Hoos, Thomas Stützle
:
On the Empirical Scaling Behaviour of State-of-the-art Local Search Algorithms for the Euclidean TSP. GECCO 2015: 377-384 - [c95]Thomas Stützle
, Manuel López-Ibáñez
:
Automatic (Offline) Configuration of Algorithms. GECCO (Companion) 2015: 681-702 - [p12]Holger H. Hoos, Thomas Stützle
:
Stochastic Local Search Algorithms: An Overview. Handbook of Computational Intelligence 2015: 1085-1105 - 2014
- [j64]Cristina Teixeira, José A. Covas, Thomas Stützle
, António Gaspar-Cunha
:
Hybrid algorithms for the twin-screw extrusion configuration problem. Appl. Soft Comput. 23: 298-307 (2014) - [j63]Mohamed Saifullah Hussin, Thomas Stützle
:
Tabu search vs. simulated annealing as a function of the size of quadratic assignment problem instances. Comput. Oper. Res. 43: 286-291 (2014) - [j62]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) - [j61]Tianjun Liao, Daniel Molina
, Marco Antonio Montes de Oca, Thomas Stützle
:
A Note on Bound Constraints Handling for the IEEE CEC'05 Benchmark Function Suite. Evol. Comput. 22(2): 351-359 (2014) - [j60]Tianjun Liao, Thomas Stützle
, Marco Antonio Montes de Oca, Marco Dorigo:
A unified ant colony optimization algorithm for continuous optimization. Eur. J. Oper. Res. 234(3): 597-609 (2014) - [j59]Manuel López-Ibáñez
, Thomas Stützle
:
Automatically improving the anytime behaviour of optimisation algorithms. Eur. J. Oper. Res. 235(3): 569-582 (2014) - [j58]Holger H. Hoos
, Thomas Stützle
:
On the empirical scaling of run-time for finding optimal solutions to the travelling salesman problem. Eur. J. Oper. Res. 238(1): 87-94 (2014) - [j57]Franco Mascia, Paola Pellegrini
, Mauro Birattari
, Thomas Stützle
:
An analysis of parameter adaptation in reactive tabu search. Int. Trans. Oper. Res. 21(1): 127-152 (2014) - [j56]Paola Pellegrini
, Franco Mascia, Thomas Stützle
, Mauro Birattari
:
On the sensitivity of reactive tabu search to its meta-parameters. Soft Comput. 18(11): 2177-2190 (2014) - [j55]Tianjun Liao, Krzysztof Socha, Marco Antonio Montes de Oca, Thomas Stützle
, Marco Dorigo:
Ant Colony Optimization for Mixed-Variable Optimization Problems. IEEE Trans. Evol. Comput. 18(4): 503-518 (2014) - [c94]Leslie Pérez Cáceres, Manuel López-Ibáñez, Thomas Stützle:
Ant Colony Optimization on a Budget of 1000. ANTS Conference 2014: 50-61 - [c93]Leslie Pérez Cáceres, Manuel López-Ibáñez, Thomas Stützle:
An Analysis of Parameters of irace. EvoCOP 2014: 37-48 - [c92]Manuel López-Ibáñez
, Thomas Stützle
:
Automatic (offline) configuration of algorithms. GECCO (Companion) 2014: 921-946 - [c91]Manuel López-Ibáñez
, Franco Mascia, Marie-Eléonore Marmion
, Thomas Stützle
:
A template for designing single-solution hybrid metaheuristics. GECCO (Companion) 2014: 1423-1426 - [c90]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 - [c89]Thomas Stützle
:
Automated Algorithm Configuration: Advances and Prospects. IDC 2014: 5 - [c88]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 - [c87]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 - [c86]Leonardo C. T. Bezerra
, Manuel López-Ibáñez, Thomas Stützle:
Automatic Design of Evolutionary Algorithms for Multi-Objective Combinatorial Optimization. PPSN 2014: 508-517 - [e10]Marco Dorigo, Mauro Birattari, Simon Garnier
, Heiko Hamann, Marco Antonio Montes de Oca, Christine Solnon, Thomas Stützle:
Swarm Intelligence - 9th International Conference, ANTS 2014, Brussels, Belgium, September 10-12, 2014. Proceedings. Lecture Notes in Computer Science 8667, Springer 2014, ISBN 978-3-319-09951-4 [contents] - [i2]Frank Hutter, Thomas Stützle, Kevin Leyton-Brown, Holger H. Hoos:
ParamILS: An Automatic Algorithm Configuration Framework. CoRR abs/1401.3492 (2014) - 2013
- [j54]Sara Ceschia
, Andrea Schaerf
, Thomas Stützle
:
Local search techniques for a routing-packing problem. Comput. Ind. Eng. 66(4): 1138-1149 (2013) - [j53]Marco Dorigo, Dario Floreano, Luca Maria Gambardella
, Francesco Mondada
, Stefano Nolfi, Tarek Baaboura, Mauro Birattari
, Michael Bonani, Manuele Brambilla, Arne Brutschy, Daniel Burnier, Alexandre Campo, Anders Lyhne Christensen
, Antal Decugniere, Gianni Di Caro
, Frederick Ducatelle, Eliseo Ferrante
, Alexander Förster
, Javier Martinez Gonzales, Jerome Guzzi, Valentin Longchamp, Stéphane Magnenat
, Nithin Mathews, Marco Antonio Montes de Oca, Rehan O'Grady, Carlo Pinciroli, Giovanni Pini, Philippe Rétornaz, James F. Roberts, Valerio Sperati
, Timothy S. Stirling, Alessandro Stranieri, Thomas Stützle
, Vito Trianni
, Elio Tuci, Ali Emre Turgut, Florian Vaussard:
Swarmanoid: A Novel Concept for the Study of Heterogeneous Robotic Swarms. IEEE Robotics Autom. Mag. 20(4): 60-71 (2013) - [j52]Tianjun Liao, Marco Antonio Montes de Oca, Thomas Stützle
:
Computational results for an automatically tuned CMA-ES with increasing population size on the CEC'05 benchmark set. Soft Comput. 17(6): 1031-1046 (2013) - [j51]Marco Dorigo, Mauro Birattari
, Christian Blum
, Anders Lyhne Christensen
, Andries P. Engelbrecht
, Roderich Groß
, Thomas Stützle
:
ANTS 2012 special issue - Editorial. Swarm Intell. 7(2-3): 79-81 (2013) - [j50]Tianjun Liao, Dogan Aydin
, Thomas Stützle
:
Artificial bee colonies for continuous optimization: Experimental analysis and improvements. Swarm Intell. 7(4): 327-356 (2013) - [c85]Andrea Valsecchi, Jérémie Dubois-Lacoste, Thomas Stützle
, Sergio Damas
, José Santamaría
, Linda Marrakchi-Kacem:
Evolutionary medical image registration using automatic parameter tuning. IEEE Congress on Evolutionary Computation 2013: 1326-1333 - [c84]Tianjun Liao, Thomas Stützle
:
Benchmark results for a simple hybrid algorithm on the CEC 2013 benchmark set for real-parameter optimization. IEEE Congress on Evolutionary Computation 2013: 1938-1944 - [c83]Andreea Radulescu, Manuel López-Ibáñez
, Thomas Stützle
:
Automatically Improving the Anytime Behaviour of Multiobjective Evolutionary Algorithms. EMO 2013: 825-840 - [c82]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 - [c81]Thomas Stützle
, Manuel López-Ibáñez
:
Automatic (offline) configuration of algorithms. GECCO (Companion) 2013: 893-918 - [c80]Tianjun Liao, Thomas Stützle
:
Bounding the population size of IPOP-CMA-ES on the noiseless BBOB testbed. GECCO (Companion) 2013: 1161-1168 - [c79]Tianjun Liao, Thomas Stützle
:
Testing the impact of parameter tuning on a variant of IPOP-CMA-ES with a bounded maximum population size on the noiseless BBOB testbed. GECCO (Companion) 2013: 1169-1176 - [c78]Tianjun Liao, Thomas Stützle
:
Expensive optimization scenario: IPOP-CMA-ES with a population bound mechanism for noiseless function testbed. GECCO (Companion) 2013: 1185-1192 - [c77]Zhi Yuan, Thomas Stützle
, Marco Antonio Montes de Oca, Hoong Chuin Lau
, Mauro Birattari
:
An analysis of post-selection in automatic configuration. GECCO 2013: 1557-1564 - [c76]Florence Massen, Manuel López-Ibáñez
, Thomas Stützle
, Yves Deville
:
Experimental Analysis of Pheromone-Based Heuristic Column Generation Using irace. Hybrid Metaheuristics 2013: 92-106 - [c75]Marie-Eléonore Marmion
, Franco Mascia, Manuel López-Ibáñez
, Thomas Stützle
:
Automatic Design of Hybrid Stochastic Local Search Algorithms. Hybrid Metaheuristics 2013: 144-158 - [c74]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 - [c73]Franco Mascia, Mauro Birattari
, Thomas Stützle
:
Tuning Algorithms for Tackling Large Instances: An Experimental Protocol. LION 2013: 410-422 - [p11]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 - [i1]Holger H. Hoos, Thomas Stützle:
Evaluating Las Vegas Algorithms - Pitfalls and Remedies. CoRR abs/1301.7383 (2013) - 2012
- [j49]Andrea Roli
, Stefano Benedettini, Thomas Stützle
, Christian Blum
:
Large neighbourhood search algorithms for the founder sequence reconstruction problem. Comput. Oper. Res. 39(2): 213-224 (2012) - [j48]Paola Pellegrini
, Thomas Stützle
, Mauro Birattari
:
A critical analysis of parameter adaptation in ant colony optimization. Swarm Intell. 6(1): 23-48 (2012) - [j47]Zhi Yuan, Marco Antonio Montes de Oca, Mauro Birattari
, Thomas Stützle
:
Continuous optimization algorithms for tuning real and integer parameters of swarm intelligence algorithms. Swarm Intell. 6(1): 49-75 (2012) - [j46]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) - [j45]Francesco Sambo, Marco Antonio Montes de Oca, Barbara Di Camillo, Gianna Toffolo, Thomas Stützle
:
MORE: Mixed Optimization for Reverse Engineering - An Application to Modeling Biological Networks Response via Sparse Systems of Nonlinear Differential Equations. IEEE ACM Trans. Comput. Biol. Bioinform. 9(5): 1459-1471 (2012) - [j44]Manuel López-Ibáñez
, Thomas Stützle
:
The Automatic Design of Multiobjective Ant Colony Optimization Algorithms. IEEE Trans. Evol. Comput. 16(6): 861-875 (2012) - [c72]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 - [c71]Jérémie Dubois-Lacoste, Manuel López-Ibáñez
, Thomas Stützle
:
Pareto Local Search Algorithms for Anytime Bi-objective Optimization. EvoCOP 2012: 206-217 - [c70]Tianjun Liao, Daniel Molina
, Thomas Stützle
, Marco Antonio Montes de Oca, Marco Dorigo
:
An ACO algorithm benchmarked on the BBOB noiseless function testbed. GECCO (Companion) 2012: 159-166 - [c69]Franco Mascia, Thomas Stützle
:
A Non-adaptive Stochastic Local Search Algorithm for the CHeSC 2011 Competition. LION 2012: 101-114 - [c68]Manuel López-Ibáñez
, Tianjun Liao, Thomas Stützle
:
On the Anytime Behavior of IPOP-CMA-ES. PPSN (1) 2012: 357-366 - [p10]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 - [e9]Marco Dorigo, Mauro Birattari, Christian Blum, Anders Lyhne Christensen
, Andries P. Engelbrecht
, Roderich Groß, Thomas Stützle:
Swarm Intelligence - 8th International Conference, ANTS 2012, Brussels, Belgium, September 12-14, 2012. Proceedings. Lecture Notes in Computer Science 7461, Springer 2012, ISBN 978-3-642-32649-3 [contents] - 2011
- [j43]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) - [j42]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) - [j41]Cristina Teixeira, José A. Covas
, Thomas Stützle
, António Gaspar-Cunha
:
Engineering an efficient two-phase local search algorithm for the co-rotating twin-screw extruder configuration problem. Int. Trans. Oper. Res. 18(2): 271-291 (2011) - [j40]Oliver Korb
, Thomas Stützle
, Thomas E. Exner
:
Accelerating Molecular Docking Calculations Using Graphics Processing Units. J. Chem. Inf. Model. 51(4): 865-876 (2011) - [j39]Marco Antonio Montes de Oca, Dogan Aydin
, Thomas Stützle
:
An incremental particle swarm for large-scale continuous optimization problems: an example of tuning-in-the-loop (re)design of optimization algorithms. Soft Comput. 15(11): 2233-2255 (2011) - [j38]Marco Dorigo
, Mauro Birattari
, Gianni Di Caro
, René Doursat, Andries P. Engelbrecht
, Luca Maria Gambardella
, Roderich Groß
, Erol Sahin
, Thomas Stützle
:
ANTS 2010 special issue - Editorial. Swarm Intell. 5(3-4): 143-147 (2011) - [j37]Marco Antonio Montes de Oca, Thomas Stützle
, Ken Van den Enden, Marco Dorigo
:
Incremental Social Learning in Particle Swarms. IEEE Trans. Syst. Man Cybern. Part B 41(2): 368-384 (2011) - [c67]Dogan Aydin
, Tianjun Liao, Marco Antonio Montes de Oca, Thomas Stützle
:
Improving Performance via Population Growth and Local Search: The Case of the Artificial Bee Colony Algorithm. Artificial Evolution 2011: 85-96 - [c66]Stefan Eppe, Yves De Smet, Thomas Stützle
:
A Bi-objective Optimization Model to Eliciting Decision Maker's Preferences for the PROMETHEE II Method. ADT 2011: 56-66 - [c65]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 - [c64]Gianpiero Francesca, Paola Pellegrini
, Thomas Stützle
, Mauro Birattari
:
Off-line and On-line Tuning: A Study on Operator Selection for a Memetic Algorithm Applied to the QAP. EvoCOP 2011: 203-214 - [c63]Sabrina M. Oliveira, Mohamed Saifullah Hussin, Thomas Stützle
, Andrea Roli
, Marco Dorigo
:
A detailed analysis of the population-based ant colony optimization algorithm for the TSP and the QAP. GECCO (Companion) 2011: 13-14 - [c62]Tianjun Liao, Marco Antonio Montes de Oca, Dogan Aydin
, Thomas Stützle
, Marco Dorigo
:
An incremental ant colony algorithm with local search for continuous optimization. GECCO 2011: 125-132 - [c61]Tianjun Liao, Marco Antonio Montes de Oca, Thomas Stützle
:
Tuning parameters across mixed dimensional instances: a performance scalability study of Sep-G-CMA-ES. GECCO (Companion) 2011: 703-706 - [c60]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 - [c59]Mohamed Saifullah Hussin, Thomas Stützle
:
High performing stochastic local search algorithms for the QAP and their performance in dependence to the instance structure and size. HIS 2011: 139-144 - 2010
- [j36]Roberto Battiti
, Bart Selman, Thomas Stützle
:
Special issue on learning and intelligent optimization. Ann. Math. Artif. Intell. 60(1-2): 1-2 (2010) - [j35]Prasanna Balaprakash
, Mauro Birattari
, Thomas Stützle
, Marco Dorigo
:
Estimation-based metaheuristics for the probabilistic traveling salesman problem. Comput. Oper. Res. 37(11): 1939-1951 (2010) - [j34]Thijs Urlings, Rubén Ruiz
, Thomas Stützle
:
Shifting representation search for hybrid flexible flowline problems. Eur. J. Oper. Res. 207(2): 1086-1095 (2010) - [j33]Colin Twomey, Thomas Stützle
, Marco Dorigo
, Max Manfrin
, Mauro Birattari
:
An analysis of communication policies for homogeneous multi-colony ACO algorithms. Inf. Sci. 180(12): 2390-2404 (2010) - [j32]Gerhard Hessler, Oliver Korb, Peter Monecke, Thomas Stützle, Thomas E. Exner:
pharmACOphore: multiple flexible ligand alignment based on ant colony optimization. J. Cheminformatics 2(S-1): 17 (2010) - [j31]Oliver Korb
, Peter Monecke, Gerhard Hessler, Thomas Stützle
, Thomas E. Exner
:
pharmACOphore: Multiple Flexible Ligand Alignment Based on Ant Colony Optimization. J. Chem. Inf. Model. 50(9): 1669-1681 (2010) - [c58]Manuel López-Ibáñez
, Thomas Stützle
:
Automatic Configuration of Multi-Objective ACO Algorithms. ANTS Conference 2010: 95-106 - [c57]Zhi Yuan, Marco Antonio Montes de Oca, Mauro Birattari
, Thomas Stützle
:
Modern Continuous Optimization Algorithms for Tuning Real and Integer Algorithm Parameters. ANTS Conference 2010: 203-214 - [c56]Paola Pellegrini
, Thomas Stützle
, Mauro Birattari
:
Off-line vs. On-line Tuning: A Study on MAX-MIN\mathcal{MAX--MIN} Ant System for the TSP. ANTS Conference 2010: 239-250 - [c55]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 - [c54]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 - [c53]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 - [c52]Zhi Yuan, Thomas Stützle
, Mauro Birattari
:
MADS/F-Race: Mesh Adaptive Direct Search Meets F-Race. IEA/AIE (1) 2010: 41-50 - [c51]Jérémie Dubois-Lacoste, Manuel López-Ibáñez
, Thomas Stützle
:
Adaptive "Anytime" Two-Phase Local Search. LION 2010: 52-67 - [c50]Marco Antonio Montes de Oca, Thomas Stützle
, Mauro Birattari
, Marco Dorigo
:
Incremental Social Learning Applied to a Decentralized Decision-Making Mechanism: Collective Learning Made Faster. SASO 2010: 243-252 - [c49]Marco Chiarandini, Thomas Stützle
:
An Analysis of Heuristics for Vertex Colouring. SEA 2010: 326-337 - [p9]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 - [p8]Mauro Birattari
, Zhi Yuan, Prasanna Balaprakash
, Thomas Stützle
:
F-Race and Iterated F-Race: An Overview. Experimental Methods for the Analysis of Optimization Algorithms 2010: 311-336 - [p7]Irina Dumitrescu, Thomas Stützle
:
Usage of Exact Algorithms to Enhance Stochastic Local Search Algorithms. Matheuristics 2010: 103-134 - [p6]Luís Paquete
, Thomas Stützle
:
On the Performance of Local Search for the Biobjective Traveling Salesman Problem. Advances in Multi-Objective Nature Inspired Computing 2010: 143-165 - [e8]Marco Dorigo, Mauro Birattari, Gianni A. Di Caro, René Doursat, Andries P. Engelbrecht
, Dario Floreano, Luca Maria Gambardella, Roderich Groß, Erol Sahin, Hiroki Sayama, Thomas Stützle:
Swarm Intelligence - 7th International Conference, ANTS 2010, Brussels, Belgium, September 8-10, 2010. Proceedings. Lecture Notes in Computer Science 6234, Springer 2010, ISBN 978-3-642-15460-7 [contents] - [e7]Vittorio Maniezzo, Thomas Stützle
, Stefan Voß:
Matheuristics - Hybridizing Metaheuristics and Mathematical Programming. Annals of Information Systems 10, Springer 2010, ISBN 978-1-4419-1305-0 [contents] - [r5]Marco Dorigo, Mauro Birattari, Thomas Stützle:
Metaheuristic. Encyclopedia of Machine Learning 2010: 662
2000 – 2009
- 2009
- [j30]Luís Paquete
, Thomas Stützle
:
Design and analysis of stochastic local search for the multiobjective traveling salesman problem. Comput. Oper. Res. 36(9): 2619-2631 (2009) - [j29]Prasanna Balaprakash
, Mauro Birattari
, Thomas Stützle
, Marco Dorigo
:
Adaptive sample size and importance sampling in estimation-based local search for the probabilistic traveling salesman problem. Eur. J. Oper. Res. 199(1): 98-110 (2009) - [j28]Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown, Thomas Stützle:
ParamILS: An Automatic Algorithm Configuration Framework. J. Artif. Intell. Res. 36: 267-306 (2009) - [j27]Oliver Korb
, Thomas Stützle
, Thomas E. Exner
:
Empirical Scoring Functions for Advanced Protein-Ligand Docking with PLANTS. J. Chem. Inf. Model. 49(1): 84-96 (2009) - [j26]Karl F. Doerner, Daniel Merkle, Thomas Stützle
:
Special issue on ant colony optimization. Swarm Intell. 3(1): 1-2 (2009) - [j25]Prasanna Balaprakash
, Mauro Birattari
, Thomas Stützle
, Zhi Yuan, Marco Dorigo
:
Estimation-based ant colony optimization and local search for the probabilistic traveling salesman problem. Swarm Intell. 3(3): 223-242 (2009) - [j24]Marco Antonio Montes de Oca, Thomas Stützle
, Mauro Birattari
, Marco Dorigo
:
Frankenstein's PSO: A Composite Particle Swarm Optimization Algorithm. IEEE Trans. Evol. Comput. 13(5): 1120-1132 (2009) - [c48]Francesco Sambo, Marco Antonio Montes de Oca, Barbara Di Camillo, Thomas Stützle
:
On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error. Artificial Evolution 2009: 74-85 - [c47]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 - [c46]Marco Antonio Montes de Oca, Jorge Peña
, Thomas Stützle
, Carlo Pinciroli, Marco Dorigo
:
Heterogeneous particle swarm optimizers. IEEE Congress on Evolutionary Computation 2009: 698-705 - [c45]Thomas Stützle:
Ant Colony Optimization. EMO 2009: 2 - [c44]Jérémie Dubois-Lacoste, Manuel López-Ibáñez
, Thomas Stützle
:
Effective Hybrid Stochastic Local Search Algorithms for Biobjective Permutation Flowshop Scheduling. Hybrid Metaheuristics 2009: 100-114 - [c43]Mohamed Saifullah Hussin, Thomas Stützle
:
Hierarchical Iterated Local Search for the Quadratic Assignment Problem. Hybrid Metaheuristics 2009: 115-129 - [c42]Cristina Teixeira, José A. Covas
, Thomas Stützle
, António Gaspar-Cunha
:
Optimization of Co-rotating Twin-Screw Extruders Using Pareto Local Search. WSC 2009: 3-10 - [e6]Thomas Stützle:
Learning and Intelligent Optimization, Third International Conference, LION 3, Trento, Italy, January 14-18, 2009. Selected Papers. Lecture Notes in Computer Science 5851, Springer 2009, ISBN 978-3-642-11168-6 [contents] - [e5]Thomas Stützle, Mauro Birattari, Holger H. Hoos:
Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics, Second International Workshop, SLS 2009, Brussels, Belgium, September 3-4, 2009. Proceedings. Lecture Notes in Computer Science 5752, Springer 2009, ISBN 978-3-642-03750-4 [contents] - 2008
- [j23]Peter M. Hahn, Bum-Jin Kim, Thomas Stützle
, Sebastian Kanthak, William L. Hightower, Harvind Samra, Zhi Ding
, Monique Guignard:
The quadratic three-dimensional assignment problem: Exact and approximate solution methods. Eur. J. Oper. Res. 184(2): 416-428 (2008) - [j22]Rubén Ruiz
, Thomas Stützle
:
An Iterated Greedy heuristic for the sequence dependent setup times flowshop problem with makespan and weighted tardiness objectives. Eur. J. Oper. Res. 187(3): 1143-1159 (2008) - [j21]Mauro Birattari
, Prasanna Balaprakash
, Thomas Stützle
, Marco Dorigo
:
Estimation-Based Local Search for Stochastic Combinatorial Optimization Using Delta Evaluations: A Case Study on the Probabilistic Traveling Salesman Problem. INFORMS J. Comput. 20(4): 644-658 (2008) - [j20]Thomas Stützle:
ANTS 2008 - Call for Papers. Künstliche Intell. 22(1): 76 (2008) - [c41]Renaud Lenne, Christine Solnon, Thomas Stützle
, Eric Tannier, Mauro Birattari
:
Reactive Stochastic Local Search Algorithms for the Genomic Median Problem. EvoCOP 2008: 266-276 - [c40]Marco Antonio Montes de Oca, Thomas Stützle:
Convergence behavior of the fully informed particle swarm optimization algorithm. GECCO 2008: 71-78 - [c39]Marco Antonio Montes de Oca, Thomas Stützle:
Towards incremental social learning in optimization and multiagent systems. GECCO (Companion) 2008: 1939-1944 - [c38]Marco Antonio Montes de Oca, Ken Van den Enden, Thomas Stützle
:
Incremental Particle Swarm-Guided Local Search for Continuous Optimization. Hybrid Metaheuristics 2008: 72-86 - [c37]Zhi Yuan, Armin Fügenschuh
, Henning Homfeld, Prasanna Balaprakash
, Thomas Stützle
, Michael Schoch:
Iterated Greedy Algorithms for a Real-World Cyclic Train Scheduling Problem. Hybrid Metaheuristics 2008: 102-116 - [p5]Prasanna Balaprakash
, Mauro Birattari
, Thomas Stützle
:
Engineering Stochastic Local Search Algorithms: A Case Study in Estimation-Based Local Search for the Probabilistic Travelling Salesman Problem. Recent Advances in Evolutionary Computation for Combinatorial Optimization 2008: 53-66 - [p4]Marco Chiarandini, Irina Dumitrescu, Thomas Stützle
:
Very Large-Scale Neighborhood Search: Overview and Case Studies on Coloring Problems. Hybrid Metaheuristics 2008: 117-150 - [e4]Marco Dorigo, Mauro Birattari, Christian Blum, Maurice Clerc, Thomas Stützle, Alan F. T. Winfield:
Ant Colony Optimization and Swarm Intelligence, 6th International Conference, ANTS 2008, Brussels, Belgium, September 22-24, 2008. Proceedings. Lecture Notes in Computer Science 5217, Springer 2008, ISBN 978-3-540-87526-0 [contents] - 2007
- [j19]Holger H. Hoos
, Thomas Stützle
:
Preface. Ann. Oper. Res. 156(1): 1-4 (2007) - [j18]Luís Paquete
, Tommaso Schiavinotto, Thomas Stützle
:
On local optima in multiobjective combinatorial optimization problems. Ann. Oper. Res. 156(1): 83-97 (2007) - [j17]Marco Chiarandini
, Thomas Stützle
:
Stochastic Local Search Algorithms for Graph Set T -colouring and Frequency Assignment. Constraints An Int. J. 12(3): 371-403 (2007) - [j16]Tommaso Schiavinotto, Thomas Stützle
:
A review of metrics on permutations for search landscape analysis. Comput. Oper. Res. 34(10): 3143-3153 (2007) - [j15]Rubén Ruiz
, Thomas Stützle
:
A simple and effective iterated greedy algorithm for the permutation flowshop scheduling problem. Eur. J. Oper. Res. 177(3): 2033-2049 (2007) - [j14]Oliver Korb
, Thomas Stützle, Thomas E. Exner:
An ant colony optimization approach to flexible protein-ligand docking. Swarm Intell. 1(2): 115-134 (2007) - [c36]Frank Hutter, Holger H. Hoos, Thomas Stützle:
Automatic Algorithm Configuration Based on Local Search. AAAI 2007: 1152-1157 - [c35]Prasanna Balaprakash
, Mauro Birattari
, Thomas Stützle:
Improvement Strategies for the F-Race Algorithm: Sampling Design and Iterative Refinement. Hybrid Metaheuristics 2007: 108-122 - [p3]Luís Paquete
, Thomas Stützle, Manuel López-Ibáñez:
Using Experimental Design to Analyze Stochastic Local Search Algorithms for Multiobjective Problems. Metaheuristics 2007: 325-344 - [e3]Thomas Stützle, Mauro Birattari, Holger H. Hoos:
Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics, International Workshop, SLS 2007, Brussels, Belgium, September 6-8, 2007, Proceedings. Lecture Notes in Computer Science 4638, Springer 2007, ISBN 978-3-540-74445-0 [contents] - [r4]Holger H. Hoos, Thomas Stützle:
Empirical Analysis of Randomized Algorithms. Handbook of Approximation Algorithms and Metaheuristics 2007 - [r3]Holger H. Hoos, Thomas Stützle:
Stochastic Local Search. Handbook of Approximation Algorithms and Metaheuristics 2007 - [r2]Luís Paquete, Thomas Stützle:
Stochastic Local Search Algorithms for Multiobjective Combinatorial Optimization. Handbook of Approximation Algorithms and Metaheuristics 2007 - [r1]Thomas Stützle, Irina Dumitrescu, Marco Chiarandini:
Stochastic Local Search Algorithms for the Graph Coloring Problem. Handbook of Approximation Algorithms and Metaheuristics 2007 - 2006
- [j13]Marco Dorigo
, Mauro Birattari
, Thomas Stützle:
Ant colony optimization. IEEE Comput. Intell. Mag. 1(4): 28-39 (2006) - [j12]Luís Paquete
, Thomas Stützle
:
A study of stochastic local search algorithms for the biobjective QAP with correlated flow matrices. Eur. J. Oper. Res. 169(3): 943-959 (2006) - [j11]Thomas Stützle
:
Iterated local search for the quadratic assignment problem. Eur. J. Oper. Res. 174(3): 1519-1539 (2006) - [j10]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) - [c34]Marco Antonio Montes de Oca, Thomas Stützle, Mauro Birattari, Marco Dorigo:
A Comparison of Particle Swarm Optimization Algorithms Based on Run-Length Distributions. ANTS Workshop 2006: 1-12 - [c33]Prasanna Balaprakash
, Mauro Birattari
, Thomas Stützle, Marco Dorigo:
Incremental Local Search in Ant Colony Optimization: Why It Fails for the Quadratic Assignment Problem. ANTS Workshop 2006: 156-166 - [c32]Wolfram Wiesemann, Thomas Stützle:
Iterated Ants: An Experimental Study for the Quadratic Assignment Problem. ANTS Workshop 2006: 179-190 - [c31]Max Manfrin
, Mauro Birattari
, Thomas Stützle, Marco Dorigo:
Parallel Ant Colony Optimization for the Traveling Salesman Problem. ANTS Workshop 2006: 224-234 - [c30]Oliver Korb
, Thomas Stützle, Thomas E. Exner
:
PLANTS: Application of Ant Colony Optimization to Structure-Based Drug Design. ANTS Workshop 2006: 247-258 - [c29]Jens Gimmler, Thomas Stützle, Thomas E. Exner
:
Hybrid Particle Swarm Optimization: An Examination of the Influence of Iterative Improvement Algorithms on Performance. ANTS Workshop 2006: 436-443 - [c28]Jodelson A. Sabino, Thomas Stützle, Mauro Birattari
, José Eugênio Leal:
ACO Applied to Switch Engine Scheduling in a Railroad Yard. ANTS Workshop 2006: 502-503 - [c27]Marco Chiarandini, Thomas Stützle, Kim S. Larsen:
Colour Reassignment in Tabu Search for the Graph Set T-Colouring Problem. Hybrid Metaheuristics 2006: 162-177 - [e2]Marco Dorigo, Luca Maria Gambardella, Mauro Birattari
, Alcherio Martinoli, Riccardo Poli, Thomas Stützle:
Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, Brussels, Belgium, September 4-7, 2006, Proceedings. Lecture Notes in Computer Science 4150, Springer 2006, ISBN 3-540-38482-0 [contents] - 2005
- [c26]Sven Becker, Jens Gottlieb
, Thomas Stützle
:
Applications of Racing Algorithms: An Industrial Perspective. Artificial Evolution 2005: 271-283 - [c25]Frank Hutter, Holger H. Hoos, Thomas Stützle:
Efficient Stochastic Local Search for MPE Solving. IJCAI 2005: 169-174 - 2004
- [b3]Marco Dorigo, Thomas Stützle:
Ant colony optimization. MIT Press 2004, ISBN 978-0-262-04219-2, pp. I-XIV, 1-305 - [b2]Holger H. Hoos, Thomas Stützle:
Stochastic Local Search: Foundations & Applications. Elsevier / Morgan Kaufmann 2004, ISBN 1-55860-872-9 - [j9]Tommaso Schiavinotto, Thomas Stützle:
The linear ordering problem: Instances, search space analysis and algorithms. J. Math. Model. Algorithms 3(4): 367-402 (2004) - [c24]Lucas Lessing, Irina Dumitrescu, Thomas Stützle:
A Comparison Between ACO Algorithms for the Set Covering Problem. ANTS Workshop 2004: 1-12 - [c23]Manuel López-Ibáñez, Luís Paquete, Thomas Stützle:
On the Design of ACO for the Biobjective Quadratic Assignment Problem. ANTS Workshop 2004: 214-225 - [c22]Thomas Stützle, Susana Fernandes:
New Benchmark Instances for the QAP and the Experimental Analysis of Algorithms. EvoCOP 2004: 199-209 - [c21]Holger H. Hoos, Kevin Smyth, Thomas Stützle:
Search Space Features Underlying the Performance of Stochastic Local Search Algorithms for MAX-SAT. PPSN 2004: 51-60 - [p2]Luís Paquete, Marco Chiarandini, Thomas Stützle:
Pareto Local Optimum Sets in the Biobjective Traveling Salesman Problem: An Experimental Study. Metaheuristics for Multiobjective Optimisation 2004: 177-199 - [e1]Marco Dorigo, Mauro Birattari, Christian Blum, Luca Maria Gambardella, Francesco Mondada, Thomas Stützle
:
Ant Colony Optimization and Swarm Intelligence, 4th International Workshop, ANTS 2004, Brussels, Belgium, September 5 - 8, 2004, Proceedings. Lecture Notes in Computer Science 3172, Springer 2004, ISBN 3-540-22672-9 [contents] - 2003
- [c20]Michael Pavlin, Holger H. Hoos, Thomas Stützle
:
Stochastic Local Search for Multiprocessor Scheduling for Minimum Total Tardiness. AI 2003: 96-113 - [c19]Kevin Smyth, Holger H. Hoos, Thomas Stützle
:
Iterated Robust Tabu Search for MAX-SAT. AI 2003: 129-144 - [c18]Luís Paquete, Thomas Stützle:
A Two-Phase Local Search for the Biobjective Traveling Salesman Problem. EMO 2003: 479-493 - [c17]Irina Dumitrescu, Thomas Stützle:
Combinations of Local Search and Exact Algorithms. EvoWorkshops 2003: 211-223 - [c16]Tommaso Schiavinotto, Thomas Stützle:
Search Space Analysis of the Linear Ordering Problem. EvoWorkshops 2003: 322-333 - [p1]Helena R. Lourenço
, Olivier C. Martin
, Thomas Stützle:
Iterated Local Search. Handbook of Metaheuristics 2003: 320-353 - 2002
- [j8]Luca Maria Gambardella
, Marco Dorigo
, Martin Middendorf, Thomas Stützle
:
Guest editorial: special section on ant colony optimization. IEEE Trans. Evol. Comput. 6(4): 317-319 (2002) - [j7]Thomas Stützle
, Marco Dorigo
:
A short convergence proof for a class of ant colony optimization algorithms. IEEE Trans. Evol. Comput. 6(4): 358-365 (2002) - [c15]Markus Finger, Thomas Stützle, Helena R. Lourenço
:
Exploiting Fitness Distance Correlation of Set Covering Problems. EvoWorkshops 2002: 61-71 - [c14]Luís Paquete, Thomas Stützle:
An Experimental Investigation of Iterated Local Search for Coloring Graphs. EvoWorkshops 2002: 122-131 - [c13]Mauro Birattari, Thomas Stützle, Luís Paquete, Klaus Varrentrapp:
A Racing Algorithm for Configuring Metaheuristics. GECCO 2002: 11-18 - [c12]Olivia Rossi-Doria, Michael Sampels, Mauro Birattari
, Marco Chiarandini, Marco Dorigo, Luca Maria Gambardella
, Joshua D. Knowles, Max Manfrin
, Monaldo Mastrolilli, Ben Paechter, Luís Paquete, Thomas Stützle:
A Comparison of the Performance of Different Metaheuristics on the Timetabling Problem. PATAT 2002: 329-354 - 2001
- [j6]Thomas Stützle, Holger H. Hoos:
Ameisenalgorithmen zur Lösung kombinatorischer Optimierungsprobleme. Künstliche Intell. 15(1): 45-51 (2001) - [c11]Matthijs den Besten
, Thomas Stützle
, Marco Dorigo:
Design of Iterated Local Search Algorithms. EvoWorkshops 2001: 441-451 - 2000
- [j5]Marco Dorigo
, Gianni Di Caro, Thomas Stützle
:
Ant algorithms. Future Gener. Comput. Syst. 16(8) (2000) - [j4]Thomas Stützle
, Holger H. Hoos
:
MAX-MIN Ant System. Future Gener. Comput. Syst. 16(8): 889-914 (2000) - [j3]Holger H. Hoos
, Thomas Stützle
:
Local Search Algorithms for SAT: An Empirical Evaluation. J. Autom. Reason. 24(4): 421-481 (2000) - [c10]Matthijs den Besten
, Thomas Stützle, Marco Dorigo:
Ant Colony Optimization for the Total Weighted Tardiness Problem. PPSN 2000: 611-620 - [c9]Thomas Stützle, Andreas Grün, Sebastian Linke, Marco Rüttger:
A Comparison of Nature Inspired Heuristics on the Traveling Salesman Problem. PPSN 2000: 661-670
1990 – 1999
- 1999
- [b1]Thomas Stützle:
Local search algorithms for combinatorial problems - analysis, improvements, and new applications. Darmstadt University of Technology, Germany, DISKI 220, Infix 1999, ISBN 978-3-89601-220-3, pp. I-XI, 1-203 - [j2]Holger H. Hoos
, Thomas Stützle
:
Towards a Characterisation of the Behaviour of Stochastic Local Search Algorithms for SAT. Artif. Intell. 112(1-2): 213-232 (1999) - [c8]Holger H. Hoos, Thomas Stützle:
Systematic vs. Local Search for SAT. KI 1999: 289-293 - 1998
- [c7]Holger H. Hoos, Thomas Stützle
:
Some Surprising Regularities in the Behaviour of Stochastic Local Search. CP 1998: 470 - [c6]Thomas Stützle:
Parallelization Strategies for Ant Colony Optimization. PPSN 1998: 722-731 - [c5]Holger H. Hoos, Thomas Stützle:
Evaluating Las Vegas Algorithms: Pitfalls and Remedies. UAI 1998: 238-245 - 1997
- [j1]Thomas Stützle:
Lokale Suchverfahren für Constrain Satisfaction Probleme: die min conflicts Heuristik und Tabu Search. Künstliche Intell. 11(1): 14-20 (1997) - [c4]Thomas Stützle, Holger H. Hoos:
Improvements on the Ant-System: Introducing the MAX-MIN Ant System. ICANNGA 1997: 245-249 - [c3]Thomas Stützle
, Holger H. Hoos:
MAX-MIN Ant System and local search for the traveling salesman problem. ICEC 1997: 309-314 - [c2]Olaf Steinmann, Antje Strohmaier, Thomas Stützle:
Tabu Search vs. Random Walk. KI 1997: 337-348 - 1995
- [c1]Thomas Stützle:
A Neural Network Approach to Quality Control Charts. IWANN 1995: 1135-1141
Coauthor Index
aka: Marie-Eléonore Marmion

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