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Mauro Birattari
2010 – today
- 2013
[j30]Giovanni Pini, Arne Brutschy, Carlo Pinciroli, Marco Dorigo, Mauro Birattari: Autonomous task partitioning in robot foraging: an approach based on cost estimation. Adaptive Behaviour 21(2): 118-136 (2013)- [j29]Stefano Benedettini, Marco Villani, Andrea Roli, Roberto Serra, Mattia Manfroni, Antonio Gagliardi, Carlo Pinciroli, Mauro Birattari: Dynamical regimes and learning properties of evolved Boolean networks. Neurocomputing 99: 111-123 (2013)
- [j28]Manuele Brambilla, Eliseo Ferrante, Mauro Birattari, Marco Dorigo: Swarm robotics: a review from the swarm engineering perspective. Swarm Intelligence 7(1): 1-41 (2013)
- 2012
- [j27]Arne Brutschy, Nam-Luc Tran, Nadir Baiboun, Marco Frison, Giovanni Pini, Andrea Roli, Marco Dorigo, Mauro Birattari: Costs and benefits of behavioral specialization. Robotics and Autonomous Systems 60(11): 1408-1420 (2012)
- [j26]Paola Pellegrini, Thomas Stützle, Mauro Birattari: A critical analysis of parameter adaptation in ant colony optimization. Swarm Intelligence 6(1): 23-48 (2012)
- [j25]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 Intelligence 6(1): 49-75 (2012)
- [j24]Carlo Pinciroli, Vito Trianni, Rehan O'Grady, Giovanni Pini, Arne Brutschy, Manuele Brambilla, Nithin Mathews, Eliseo Ferrante, Gianni Di Caro, Frederick Ducatelle, Mauro Birattari, Luca Maria Gambardella, Marco Dorigo: ARGoS: a modular, parallel, multi-engine simulator for multi-robot systems. Swarm Intelligence 6(4): 271-295 (2012)
- [c45]Manuele Brambilla, Carlo Pinciroli, Mauro Birattari, Marco Dorigo: Property-driven design for swarm robotics. AAMAS 2012: 139-146
- [c44]Mieke Massink, Manuele Brambilla, Diego Latella, Marco Dorigo, Mauro Birattari: Analysing Robot Swarm Decision-Making with Bio-PEPA. ANTS 2012: 25-36
- [c43]Giovanni Pini, Arne Brutschy, Gianpiero Francesca, Marco Dorigo, Mauro Birattari: Multi-armed Bandit Formulation of the Task Partitioning Problem in Swarm Robotics. ANTS 2012: 109-120
- [c42]Edmond Gjondrekaj, Michele Loreti, Rosario Pugliese, Francesco Tiezzi, Carlo Pinciroli, Manuele Brambilla, Mauro Birattari, Marco Dorigo: Towards a Formal Verification Methodology for Collective Robotic Systems. ICFEM 2012: 54-70
- [c41]Arne Brutschy, Alexander Scheidler, Eliseo Ferrante, Marco Dorigo, Mauro Birattari: "Can ants inspire robots?" Self-organized decision making in robotic swarms. IROS 2012: 4272-4273
- [c40]Gianpiero Francesca, Manuele Brambilla, Vito Trianni, Marco Dorigo, Mauro Birattari: Analysing an Evolved Robotic Behaviour Using a Biological Model of Collegial Decision Making. SAB 2012: 381-390
- [e7]Marco Dorigo, Mauro Birattari, Christian Blum, Anders Lyhne Christensen, Andries Petrus Engelbrecht, Roderich Groß, Thomas Stützle (Eds.): 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
- 2011
- [j23]Marco Dorigo, Mauro Birattari, Gianni Di Caro, René Doursat, Andries Petrus Engelbrecht, Luca Maria Gambardella, Roderich Groß, Erol Sahin, Thomas Stützle: ANTS 2010 special issue - Editorial. Swarm Intelligence 5(3-4): 143-147 (2011)
- [j22]Giovanni Pini, Arne Brutschy, Marco Frison, Andrea Roli, Marco Dorigo, Mauro Birattari: Task partitioning in swarms of robots: an adaptive method for strategy selection. Swarm Intelligence 5(3-4): 283-304 (2011)
- [j21]Marco Antonio Montes de Oca, Eliseo Ferrante, Alexander Scheidler, Carlo Pinciroli, Mauro Birattari, Marco Dorigo: Majority-rule opinion dynamics with differential latency: a mechanism for self-organized collective decision-making. Swarm Intelligence 5(3-4): 305-327 (2011)
- [c39]Andrea Roli, Mattia Manfroni, Carlo Pinciroli, Mauro Birattari: On the Design of Boolean Network Robots. EvoApplications (1) 2011: 43-52
- [c38]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
- [c37]Arne Brutschy, Nam-Luc Tran, Nadir Baiboun, Marco Frison, Giovanni Pini, Andrea Roli, Marco Dorigo, Mauro Birattari: Costs and Benefits of Behavioral Specialization. TAROS 2011: 90-101
- [p2]Paola Pellegrini, Mauro Birattari: Out-of-the-Box and Custom Implementation of Metaheuristics. A Case Study: The Vehicle Routing Problem with Stochastic Demand. Intelligent Computational Optimization in Engineering 2011: 273-295
- [i1]Andrea Roli, Mattia Manfroni, Carlo Pinciroli, Mauro Birattari: Boolean network robotics: a proof of concept. CoRR abs/1101.6001 (2011)
- 2010
- [j20]Prasanna Balaprakash, Mauro Birattari, Thomas Stützle, Marco Dorigo: Estimation-based metaheuristics for the probabilistic traveling salesman problem. Computers & OR 37(11): 1939-1951 (2010)
- [j19]C. 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)
- [c36]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
- [c35]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
- [c34]Marco Antonio Montes de Oca, Eliseo Ferrante, Nithin Mathews, Mauro Birattari, Marco Dorigo: Opinion Dynamics for Decentralized Decision-Making in a Robot Swarm. ANTS Conference 2010: 251-262
- [c33]Marco Frison, Nam-Luc Tran, Nadir Baiboun, Arne Brutschy, Giovanni Pini, Andrea Roli, Marco Dorigo, Mauro Birattari: Self-organized Task Partitioning in a Swarm of Robots. ANTS Conference 2010: 287-298
- [c32]Eliseo Ferrante, Manuele Brambilla, Mauro Birattari, Marco Dorigo: "Look out!": Socially-Mediated Obstacle Avoidance in Collective Transport. ANTS Conference 2010: 572-573
- [c31]Zhi Yuan, Thomas Stützle, Mauro Birattari: MADS/F-Race: Mesh Adaptive Direct Search Meets F-Race. IEA/AIE (1) 2010: 41-50
- [c30]Eliseo Ferrante, Ali Emre Turgut, Nithin Mathews, Mauro Birattari, Marco Dorigo: Flocking in Stationary and Non-stationary Environments: A Novel Communication Strategy for Heading Alignment. PPSN (2) 2010: 331-340
- [c29]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
- [c28]Wilhelm Schäfer, Mauro Birattari, Johannes Blömer, Marco Dorigo, Gregor Engels, Rehan O'Grady, Marco Platzner, Franz-Josef Rammig, Wolfgang Reif, Ansgar Trächtler: Engineering self-coordinating software intensive systems. FoSER 2010: 321-324
- [e6]Marco Dorigo, Mauro Birattari, Gianni A. Di Caro, René Doursat, Andries Petrus Engelbrecht, Dario Floreano, Luca Maria Gambardella, Roderich Groß, Erol Sahin, Hiroki Sayama, Thomas Stützle (Eds.): 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
- [r2]Marco Dorigo, Mauro Birattari: Ant Colony Optimization. Encyclopedia of Machine Learning 2010: 36-39
- [r1]Marco Dorigo, Mauro Birattari, Thomas Stützle: Metaheuristic. Encyclopedia of Machine Learning 2010: 662
2000 – 2009
- 2009
- [b2]Mauro Birattari: Tuning Metaheuristics - A Machine Learning Perspective. Studies in Computational Intelligence 197, Springer 2009, ISBN 978-3-642-00482-7, pp. 1-201
- [j18]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. European Journal of Operational Research 199(1): 98-110 (2009)
- [j17]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 Intelligence 3(3): 223-242 (2009)
- [j16]Marco Antonio Montes de Oca, Thomas Stützle, Mauro Birattari, Marco Dorigo: Frankenstein's PSO: A Composite Particle Swarm Optimization Algorithm. IEEE Trans. Evolutionary Computation 13(5): 1120-1132 (2009)
- [c27]Giovanni Pini, Arne Brutschy, Mauro Birattari, Marco Dorigo: Interference Reduction through Task Partitioning in a Robotic Swarm - Or: "Don't you Step on My Blue Suede Shoes!". ICINCO-RA 2009: 52-59
- [c26]Matteo Gagliolo, Catherine Legrand, Mauro Birattari: Mixed-Effects Modeling of Optimisation Algorithm Performance. SLS 2009: 150-154
- [e5]Thomas Stützle, Mauro Birattari, Holger H. Hoos (Eds.): 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
- 2008
- [j15]Anders Lyhne Christensen, Rehan O'Grady, Mauro Birattari, Marco Dorigo: Fault detection in autonomous robots based on fault injection and learning. Auton. Robots 24(1): 49-67 (2008)
- [j14]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 Journal on Computing 20(4): 644-658 (2008)
- [j13]Carlotta Piscopo, Mauro Birattari: The Metaphysical Character of the Criticisms Raised Against the Use of Probability for Dealing with Uncertainty in Artificial Intelligence. Minds and Machines 18(2): 273-288 (2008)
- [c25]Carlo Pinciroli, Mauro Birattari, Elio Tuci, Marco Dorigo, Marco del Rey Zapatero, Tamas Vinko, Dario Izzo: Self-Organizing and Scalable Shape Formation for a Swarm of Pico Satellites. AHS 2008: 57-61
- [c24]Antoine Decugnière, Benjamin Poulain, Alexandre Campo, Carlo Pinciroli, Bruno Tartini, Michel Osée, Marco Dorigo, Mauro Birattari: Enhancing the Cooperative Transport of Multiple Objects. ANTS Conference 2008: 307-314
- [c23]Carlo Pinciroli, Mauro Birattari, Elio Tuci, Marco Dorigo, Marco del Rey Zapatero, Tamas Vinko, Dario Izzo: Lattice Formation in Space for a Swarm of Pico Satellites. ANTS Conference 2008: 347-354
- [c22]Renaud Lenne, Christine Solnon, Thomas Stützle, Eric Tannier, Mauro Birattari: Reactive Stochastic Local Search Algorithms for the Genomic Median Problem. EvoCOP 2008: 266-276
- [p1]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
- [e4]Marco Dorigo, Mauro Birattari, Christian Blum, Maurice Clerc, Thomas Stützle, Alan F. T. Winfield (Eds.): 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
- 2007
- [j12]Mauro Birattari, Marco Dorigo: How to assess and report the performance of a stochastic algorithm on a benchmark problem: mean or best result on a number of runs? Optimization Letters 1(3): 309-311 (2007)
- [j11]
- [j10]Mauro Birattari, Paola Pellegrini, Marco Dorigo: On the Invariance of Ant Colony Optimization. IEEE Trans. Evolutionary Computation 11(6): 732-742 (2007)
- [c21]Anders Lyhne Christensen, Rehan O'Grady, Mauro Birattari, Marco Dorigo: Automatic Synthesis of Fault Detection Modules for Mobile Robots. AHS 2007: 693-700
- [c20]Anders Lyhne Christensen, Rehan O'Grady, Mauro Birattari, Marco Dorigo: Exogenous Fault Detection in a Collective Robotic Task. ECAL 2007: 555-564
- [c19]Prasanna Balaprakash, Mauro Birattari, Thomas Stützle: Improvement Strategies for the F-Race Algorithm: Sampling Design and Iterative Refinement. Hybrid Metaheuristics 2007: 108-122
- [c18]
- [e3]Thomas Stützle, Mauro Birattari, Holger H. Hoos (Eds.): 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
- 2006
- [j9]Mauro Birattari, Mark Zlochin, Marco Dorigo: Towards a theory of practice in metaheuristics design: A machine learning perspective. ITA 40(2): 353-369 (2006)
- [j8]Leonora Bianchi, Mauro Birattari, Marco Chiarandini, Max Manfrin, Monaldo Mastrolilli, Luis Paquete, Olivia Rossi-Doria, Tommaso Schiavinotto: Hybrid Metaheuristics for the Vehicle Routing Problem with Stochastic Demands. J. Math. Model. Algorithms 5(1): 91-110 (2006)
- [j7]Marco Chiarandini, Mauro Birattari, Krzysztof Socha, Olivia Rossi-Doria: An effective hybrid algorithm for university course timetabling. J. Scheduling 9(5): 403-432 (2006)
- [c17]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
- [c16]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
- [c15]Alexandre Campo, Shervin Nouyan, Mauro Birattari, Roderich Groß, Marco Dorigo: Negotiation of Goal Direction for Cooperative Transport. ANTS Workshop 2006: 191-202
- [c14]Mauro Birattari, Paola Pellegrini, Marco Dorigo: On the Invariance of Ant System. ANTS Workshop 2006: 215-223
- [c13]Max Manfrin, Mauro Birattari, Thomas Stützle, Marco Dorigo: Parallel Ant Colony Optimization for the Traveling Salesman Problem. ANTS Workshop 2006: 224-234
- [c12]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
- [e2]Marco Dorigo, Luca Maria Gambardella, Mauro Birattari, Alcherio Martinoli, Riccardo Poli, Thomas Stützle (Eds.): 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
- 2005
- [b1]Mauro Birattari: The problem of tuning metaheuristics: as seen from the machine learning perspective. Brussels, Univ. 2005, ISBN 3-89838-292-3, pp. 1-292
- [j6]Shervin Nouyan, Roberto Ghizzioli, Mauro Birattari, Marco Dorigo: An Insect-Based Algorithm for the Dynamic Task Allocation Problem. KI 19(4): 25-31 (2005)
- [j5]Domenico Villacci, Gianluca Bontempi, Alfredo Vaccaro, Mauro Birattari: The role of learning methods in the dynamic assessment of power components loading capability. IEEE Transactions on Industrial Electronics 52(1): 280-290 (2005)
- 2004
- [j4]Mark Zlochin, Mauro Birattari, Nicolas Meuleau, Marco Dorigo: Model-Based Search for Combinatorial Optimization: A Critical Survey. Annals OR 131(1-4): 373-395 (2004)
- [c11]Leonora Bianchi, Mauro Birattari, Marco Chiarandini, Max Manfrin, Monaldo Mastrolilli, Luis Paquete, Olivia Rossi-Doria, Tommaso Schiavinotto: Applications Metaheuristics for the Vehicle Routing Problem with Stochastic Demands. PPSN 2004: 450-460
- [e1]Marco Dorigo, Mauro Birattari, Christian Blum, Luca Maria Gambardella, Francesco Mondada, Thomas Stützle (Eds.): 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
- 2002
- [j3]Edy Bertolissi, Mauro Birattari, Gianluca Bontempi, Antoine Duchâteau, Hugues Bersini: Data-driven techniques for direct adaptive control: the lazy and the fuzzy approaches. Fuzzy Sets and Systems 128(1): 3-14 (2002)
- [c10]Mauro Birattari, Gianni Di Caro, Marco Dorigo: Toward the Formal Foundation of Ant Programming. Ant Algorithms 2002: 188-201
- [c9]
- [c8]Marco Dorigo, Mark Zlochin, Nicolas Meuleau, Mauro Birattari: Updating ACO Pheromones Using Stochastic Gradient Ascent and Cross-Entropy Methods. EvoWorkshops 2002: 21-30
- [c7]Mauro Birattari, Thomas Stützle, Luis Paquete, Klaus Varrentrapp: A Racing Algorithm for Configuring Metaheuristics. GECCO 2002: 11-18
- [c6]Olivia Rossi-Doria, Michael Sampels, Mauro Birattari, Marco Chiarandini, Marco Dorigo, Luca Maria Gambardella, Joshua D. Knowles, Max Manfrin, Monaldo Mastrolilli, Ben Paechter, Luis Paquete, Thomas Stützle: A Comparison of the Performance of Different Metaheuristics on the Timetabling Problem. PATAT 2002: 329-354
- 2001
- [j2]Gianluca Bontempi, Hugues Bersini, Mauro Birattari: The local paradigm for modeling and control: from neuro-fuzzy to lazy learning. Fuzzy Sets and Systems 121(1): 59-72 (2001)
- 2000
- [j1]Gianluca Bontempi, Mauro Birattari, Hugues Bersini: A Model Selection Approach for Local Learning. AI Commun. 13(1): 41-48 (2000)
- [c5]Gianluca Bontempi, Mauro Birattari: A multi-steap ahead prediction method based on local dynamic properties. ESANN 2000: 311-316
1990 – 1999
- 1999
- [c4]Gianluca Bontempi, Mauro Birattari, Hugues Bersini: Local Learning for Iterated Time-Series Prediction. ICML 1999: 32-38
- 1998
- [c3]Gianluca Bontempi, Mauro Birattari, Hugues Bersini: Recursive Lazy Learning for Modeling and Control. ECML 1998: 292-303
- [c2]Gianluca Bontempi, Mauro Birattari, Hugues Bersini: Lazy learning for control design. ESANN 1998: 73-78
- [c1]Mauro Birattari, Gianluca Bontempi, Hugues Bersini: Lazy Learning Meets the Recursive Least Squares Algorithm. NIPS 1998: 375-381
Coauthor Index
[j30] [j28] [j27] [j24] [c45] [c44] [c43] [c42] [c41] [c40] [e7] [j23] [j22] [j21] [c37] [j20] [j19] [c34] [c33] [c32] [c30] [c29] [c28] [e6] [r2] [r1] [j18] [j17] [j16] [c27] [j15] [j14] [c25] [c24] [c23] [e4] [j12] [j11] [j10] [c21] [c20] [j9] [c17] [c16] [c15] [c14] [c13] [e2] [j6] [j4] [e1] [c10] [c8] [c6]
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last updated on 2013-06-18 22:44 CEST by the dblp team