Your search returned the following 67 documents:
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More effective crossover operators for the all-pairs shortest path problem
Benjamin Doerr, Daniel Johannsen, Timo Kötzing, Frank Neumann, and Madeleine Theile
Theoretical Computer Science 471: 12-26, 2013
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The max problem revisited: the importance of mutation in genetic programming
Timo Kötzing, Andrew M. Sutton, Frank Neumann, and Una-May O'Reilly
In: GECCO’12 : Proceedings of the Fourteenth International Conference on Genetic and Evolutionary Computation, Philadelphia, USA, 2012, 1333-1340
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Theoretical analysis of two ACO approaches for the traveling salesman problem
Timo Kötzing, Frank Neumann, Heiko Röglin, and Carsten Witt
Swarm Intelligence 6 (1): 1-21, 2012
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Weighted preferences in evolutionary multi-objective optimization
Tobias Friedrich, Trent Kroeger, and Frank Neumann
International Journal of Machine Learning and Cybernetics Online First: 1-10, 2012
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Approximation-guided evolutionary multi-objective optimization
Karl Bringmann, Tobias Friedrich, Frank Neumann, and Markus Wagner
In: Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI 2011), Barcelona, Spain, 2011, 1198-1203
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Computational complexity analysis of simple genetic programming on two problems modeling isolated program semantics
Greg Durrett, Frank Neumann, and Una-May O'Reilly
In: FOGA'11 : Proceedings of the 2011 ACM/SIGEVO Foundations of Genetic Algorithms XI, Schwarzenberg, Austria, 2011, 69-80
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Computing Minimum Cuts by Randomized Search Heuristics
Frank Neumann, Joachim Reichel, and Martin Skutella
Algorithmica 59 (3): 323-342, 2011
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Evolutionary algorithms and dynamic programming
Benjamin Doerr, Anton Eremeev, Frank Neumann, Madeleine Theile, and Christian Thyssen
Theoretical Computer Science 412: 6020-6035, 2011
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Illustration of fairness in evolutionary multi-objective optimization
Tobias Friedrich, Christian Horoba, and Frank Neumann
Theoretical Computer Science 412 (17): 1546-1556, 2011
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Optimising Spatial and Tonal Data for Homogeneous Diffusion Inpainting
Markus Mainberger, Sebastian Hoffmann, Joachim Weickert, Ching Hoo Tang, Daniel Johannsen, Frank Neumann, and Benjamin Doerr
In: Scale Space and Variational Methods in Computer Vision : Third International Conference, SSVM 2011, Ein-Gedi, Israel, 2011, 26-37
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Optimizing the Layout of 1000 Wind Turbines
Markus Wagner, Kalyan Veeramachaneni, Frank Neumann, and Una-May O'Reilly
In: European Wind Energy Association Annual Event, Brussels, Belgium, 2011, 1-10
[PDF: Download: 2011ewea.pdf]
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Runtime analysis of the 1-ANT ant colony optimizer
Benjamin Doerr, Frank Neumann, Dirk Sudholt, and Carsten Witt
Theoretical Computer Science 412 (17): 1629-1644, 2011
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Simple max-min ant systems and the optimization of linear pseudo-Boolean functions
Timo Kötzing, Frank Neumann, Dirk Sudholt, and Markus Wagner
In: FOGA'11 : Proceedings of the 2011 ACM/SIGEVO Foundations of Genetic Algorithms XI, Schwarzenberg, Austria, 2011, 209-218
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PAC learning and genetic programming
Timo Kötzing, Frank Neumann, and Reto Spöhel
In: GECCO 2011 : Genetic and Evolutionary Computation Conference, Dublin, Ireland, 2011, 2091-2096
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Ant Colony Optimization and the minimum spanning tree problem
Frank Neumann and Carsten Witt
Theoretical Computer Science 411 (25): 2406-2413, 2010
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Ant Colony Optimization and the Minimum Cut Problem
Timo Kötzing, Per Kristian Lehre, Frank Neumann, and Pietro S. Oliveto
In: Proceedings of 12th Annual Conference on Genetic and Evolutionary Computation (GECCO-2010), Portland, USA, 2010, 1393-1400
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Approximating Covering Problems by Randomized Search Heuristics using Multi-Objective Models
Tobias Friedrich, Jun He, Nils Hebbinghaus, Frank Neumann, and Carsten Witt
Evolutionary Computation 18 (4): 617 - 633, 2010
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Bioinspired Computation in Combinatorial Optimization : Algorithms and Their Computational Complexity
Frank Neumann and Carsten Witt
, Springer, New York, 2010, 216 p.
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Editorial
Benjamin Doerr, Frank Neumann, and Ingo Wegener
Algorithmica 57 (1): 119-120, 2010
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Editorial for the Special Issue on Theoretical Aspects of Evolutionary Multi-Objective Optimization
Thomas Jansen and Frank Neumann
Evolutionary Computation 18 (3): 333-334, 2010
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Fixed Parameter Evolutionary Algorithms and Maximum Leaf Spanning Trees: A Matter of Mutation
Stefan Kratsch, Per Kristian Lehre, Frank Neumann, and Pietro Simone Oliveto
In: Parallel Problem Solving from Nature - PPSN XI. - Pt. 1, Kraków, Poland, 2010, 204-213
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In Memoriam: Ingo Wegener
Benjamin Doerr and Frank Neumann
Algorithmica 58 (3): 541-542, 2010
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More Effective Crossover Operators for the All-Pairs Shortest Path Problem
Benjamin Doerr, Daniel Johannsen, Timo Kötzing, Frank Neumann, and Madeleine Theile
In: Parallel Problem Solving from Nature - PPSN XI. - Pt. 1, Krakow, Poland, 2010, 184-193
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Optimal fixed and adaptive mutation rates for the LeadingOnes problem
Süntje Böttcher, Benjamin Doerr, and Frank Neumann
In: Parallel Problem Solving from Nature - PPSN XI. - Pt. 1, Krakow, Poland, 2010, 1-10
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Plateaus Can Be Harder in Multi-Objective Optimization
Tobias Friedrich, Nils Hebbinhaus, and Frank Neumann
Theoretical Computer Science 411 (6): 854-864, 2010
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Set-based Multi-Objective Optimization, Indicators, and Deteriorative Cycles
Rudolf Berghammer, Tobias Friedrich, and Frank Neumann
In: Proceedings of 12th Annual Conference on Genetic and Evolutionary Computation (GECCO-2010), Portland, USA, 2010, 495-502
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Theoretical Properties of Two ACO Approaches for the Traveling Salesman Problem
Timo Kötzing, Frank Neumann, Heiko Röglin, and Carsten Witt
In: Swarm Intelligence : 7th International Conference, ANTS 2010, Brussels, Belgium, 2010, 324-335
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When to Use Bit-Wise Neutrality
Tobias Friedrich and Frank Neumann
Natural Computing 9 (1): 283 - 294, 2010. Note: To appear
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Additive Approximations of Pareto-Optimal Sets by Evolutionary Multi-Objective Algorithms
Chrisitian Horoba and Frank Neumann
In: FOGA'09 : Revised Selected Papers from ACM SIGEVO Foundations of Genetic Algorithms X, Orlando, USA, 2009, 79-86
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Analyses of Simple Hybrid Algorithms for the Vertex Cover Problem
Tobias Friedrich, Jun He, Nils Hebbinghaus, Frank Neumann, and Carsten Witt
Evolutionary Computation, 17 (1): 3-19, 2009
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Analysis of Different MMAS ACO Algorithms on Unimodal Functions and Plateaus
Frank Neumann, Dirk Sudholt, and Carsten Witt
Swarm Intelligence 3 (1): 35-68, 2009
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Comparison of Simple Diversity Mechanisms on Plateau Functions
Tobias Friedrich, Nils Hebbinghaus, and Frank Neumann
Theoretical Computer Science 410 (26): 2455-2462, 2009
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Computational Complexity of Ant Colony Optimization and Its Hybridization with Local Search
Frank Neumann, Dirk Sudholt, and Carsten Witt
In: Innovations in Swarm Intelligence, 2009, 91-120
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Computing Single Source Shortest Paths using Single-Objective Fitness Functions
Surender Baswana, Somenath Biswas, Benjamin Doerr, Tobias Friedrich, Piyush P. Kurur, and Frank Neumann
In: FOGA'09 : revised selected papers from ACM SIGEVO
Foundations of Genetic Algorithms X, Orlando, USA, 2009, 59-66
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Evolutionary Algorithms and Dynamic Programming
Benjamin Doerr, Anton Eremeev, Christian Horoba, Frank Neumann, and Madeleine Theile
In: Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (GECCO 2009), Montreal, Canada, 2009, 771-777
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Fixed-Parameter Evolutionary Algorithms and the Vertex Cover Problem
Stefan Kratsch and Frank Neumann
In: Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (GECCO 2009), Montreal, Canada, 2009, 293-300. Note: Best Paper Award in the track "Combinatorial Optimization and Metaheuristics"
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Multiplicative Approximations and the Hypervolume Indicator
Tobias Friedrich, Christian Horoba, and Frank Neumann
In: Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (GECCO 2009), Montreal, Canada, 2009, 571-578. Note: Best Paper Award in the track "Evolutionary Multiobjective Optimization"
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On the Effects of Adding Objectives to Plateau Functions
Dimo Brockhoff, Tobias Friedrich, Nils Hebbinghaus, Christian Klein, Frank Neumann, and Eckart Zitzler
IEEE Transactions on Evolutionary Computation 13 (3): 591-603, 2009
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Particle Swarm Optimization with Velocity Adaptation
Sabine Helwig, Frank Neumann, and Rolf Wanka
In: 2009 International Conference on Adaptive and Intelligent Systems ICAIS 2009 : proceedings, Klagenfurt, Austria, 2009, 146-151. Note: Best Paper Award
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Runtime Analysis of a Simple Ant Colony Optimization Algorithm
Frank Neumann and Carsten Witt
Algorithmica 54 (2): 243-255, 2009. Note: To appear
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Theoretical Analysis of Fitness-Proportional Selection: Landscapes and Efficiency
Frank Neumann, Pietro Simone Oliveto, and Carsten Witt
In: Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (GECCO 2009), Montreal, Canada, 2009, 835-842
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Theoretical Analysis of Rank-Based Mutation - Combining Exploration and Exploitation
Pietro Simone Oliveto, Per Kristian Lehre, and Frank Neumann
In: 2009 IEEE Congress on Evolutionary Computation : CEC, Trondheim, Norway, 2009, 1455-1462
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Analyzing Hypervolume Indicator Based Algorithms
Dimo Brockhoff, Tobias Friedrich, and Frank Neumann
In: Parallel Problem Solving from Nature (PPSN X), Dortmund, Germany, 2008, 651-660
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Ant Colony Optimization and the Minimum Spanning Tree Problem
Frank Neumann and Carsten Witt
In: International Conference on Learning and Intelligent Optimization 2007, Trento, Italia, 2008, 153-166
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Approximating Minimum Multicuts by Evolutionary Multi-Objective Algorithms
Frank Neumann and Joachim Reichel
In: Parallel Problem Solving from Nature (PPSN X), Dortmund, Germany, 2008, 72-81. Note: Best Paper Award
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Benefits and Drawbacks for the Use of epsilon-Dominance in Evolutionary Multi-Objective Optimization
Christian Horoba and Frank Neumann
In: Genetic and Evolutionary Computation Conference 2008, Atlanta, USA, 2008, 641-680
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Computing Minimum Cuts by Randomized Search Heuristics
Frank Neumann, Joachim Reichel, and Martin Skutella
In: Genetic and Evolutionary Computation Conference 2008, Atlanta, USA, 2008, 779-786
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Expected Runtimes of Evolutionary Algorithms for the Eulerian Cycle Problem
Frank Neumann
Computers and Operations Research 35 (9): 2750-2759, 2008
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Learning Fuzzy Rules with Evolutionary Algorithms - An Analytic Approach
Jense Kroeske, Adam Ghandar, Zbigniew Michalewicz, and Frank Neumann
In: Parallel Problem Solving from Nature (PPSN X), Dortmund, Germany, 2008, 1051-1060
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Multi-objective Problems in Terms of Relational Algebra
Florian Diedrich, Britta Kehden, and Frank Neumann
In: Relations and Kleene Algebra in Computer Science 2008, Frauenwörth, Germany, 2008, 84-98
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Rigorous Analyses for the Combination of Ant Colony Optimization and Local Search
Frank Neumann, Dirk Sudholt, and Carsten Witt
In: International Conference on Ant Colony Optimization and Swarm Intelligence 2008, Brussels, Belgium, 2008, 132-143
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Rigorous Analyses of Fitness-Proportional Selection for Optimizing Linear Functions
Edda Happ, Daniel Johannsen, Christian Klein, and Frank Neumann
In: Genetic and Evolutionary Computation Conference 2008, Atlanta, USA, 2008, 953-960
[PDF: Download: HappJohannsenKleinNeumann_2008_RigorousAnalysesOfFitness-ProportionalSelectionForOptimizingLinearFunctions.pdf]
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Runtime Analyses for Using Fairness in Evolutionary Multi-Objective Optimization
Tobias Friedrich, Christian Horoba, and Frank Neumann
In: Parallel Problem Solving from Nature (PPSN X), Dortmund, Germany, 2008, 671-680
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Using Fast Matrix Multiplication in Bio-Inspired Computation for Complex Optimization Problems
Florian Diedrich and Frank Neumann
In: IEEE Congress on Evolutionary Computation 2008, Hong Kong, 2008, 3828-3833
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When to Use Bit-wise Neutrality
Tobias Friedrich and Frank Neumann
In: IEEE Congress on Evolutionary Computation 2008, Hong Kong, 2008, 997-1003
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A Rigorous View On Neutrality
Benjamin Doerr, Michael Gnewuch, Nils Hebbinghaus, and Frank Neumann
In: IEEE Congress on Evolutionary Computation 2007, Singapore, 2007, 2591-2597
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Approximating Covering Problems by Randomized Search Heuristics Using Multi-Objective Models
Tobias Friedrich, Jun He, Nils Hebbinghaus, Frank Neumann, and Carsten Witt
In: Genetic and Evolutionary Computation Conference 2007, London, UK, 2007, 797-804
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Comparing Variants of MMAS ACO Algorithms on Pseudo-Boolean Functions
Frank Neumann, Dirk Sudholt, and Carsten Witt
In: Engineering Stochastic Local Search Algorithms 2007, Brussels, Belgium, 2007, 61-75
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Do Additional Objectives Make a Problem Harder?
Dimo Brockhoff, Tobias Friedrich, Nils Hebbinghaus, Christian Klein, Frank Neumann, and Eckart Zitzler
In: Genetic and Evolutionary Computation Conference 2007, London, UK, 2007, 765-772
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On Improving Approximate Solutions by Evolutionary Algorithms
Tobias Friedrich, Jun He, Nils Hebbinghaus, Frank Neumann, and Carsten Witt
In: IEEE Congress on Evolutionary Computation 2007, Singapore, Singapore, 2007, 2614-2621
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On the Runtime Analysis of the 1-ANT ACO algorithm
Benjamin Doerr, Frank Neumann, Dirk Sudholt, and Carsten Witt
In: Genetic and Evolutionary Computation Conference 2007, London, UK, 2007, 33-40. Note: Best paper award
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Plateaus Can Be Harder in Multi-Objective Optimization
Tobias Friedrich, Nils Hebbinghaus, and Frank Neumann
In: IEEE Congress on Evolutionary Computation 2007, Singapore, Singapore, 2007, 2622-2629
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Randomized Local Search, Evolutionary Algorithms, and the Minimum Spanning Tree Problem
Frank Neumann and Ingo Wegener
Theoretical Computer Science 378 (1): 32-40, 2007
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Rigorous Analyses of Simple Diversity Mechanisms
Tobias Friedrich, Nils Hebbinghaus, and Frank Neumann
In: Genetic and Evolutionary Computation Conference 2007, London, UK, 2007, 1219-1225. Note: nominated for best paper award
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Speeding up Evolutionary Algorithms Through Asymmetric Mutation Operators
Benjamin Doerr, Nils Hebbinghaus, and Frank Neumann
Evolutionary Computation 15 (4): 401-410, 2007
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Ant Colony Optimization and the Minimum Spanning Tree Problem
Frank Neumann and Carsten Witt
Electronic Colloquium on Computational Complexity, http://eccc.hpi-web.de/eccc/, TR06-143, Technical Report
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Speeding Up Evolutionary Algorithms Through Restricted Mutation Operators
Benjamin Doerr, Nils Hebbinghaus, and Frank Neumann
In: Parallel Problem Solving from Nature - PPSN IX, 9th International Conference, Reykjavik, Iceland, 2006, 978-987