Frank Neumann

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Carsten WittTechnical University of DenmarkVerified email at imm.dtu.dk
Tobias FriedrichChair for Algorithm Engineering, Hasso Plattner Institute, Potsdam, GermanyVerified email at hpi.de
Aneta NeumannResearcher, The University of Adelaide, AustraliaVerified email at adelaide.edu.au
Markus WagnerAssociate Professor of Computer Science, Monash University, AustraliaVerified email at monash.edu
Benjamin DoerrProfessor at Ecole Polytechnique, FranceVerified email at lix.polytechnique.fr
Dirk SudholtUniversity of Passau, GermanyVerified email at uni-passau.de
Jakob BossekRWTH Aachen UniversityVerified email at aim.rwth-aachen.de
Andrew M. SuttonUniversity of Minnesota DuluthVerified email at umn.edu
Sam NallaperumaUniversity of CambridgeVerified email at cam.ac.uk
Heike TrautmannProfessor of Data Science: Statistics and Optimization, Department of Information SystemsVerified email at wi.uni-muenster.de
Mojgan PourhassanMachine Learning Engineer, AIMLVerified email at adelaide.edu.au
Sergey Polyakovskiy School of Computer Science, The University of AdelaideVerified email at adelaide.edu.au
Vahid RoostapourData Analyst at Safe Ag SystemsVerified email at adelaide.edu.au
Pascal KerschkeProfessor of Big Data Analytics in Transportation, TU Dresden, GermanyVerified email at tu-dresden.de
Zbigniew MichalewiczChief Scientist, ComplexicaVerified email at adelaide.edu.au
Junhua WuPhD of Computer Science, University of AdelaideVerified email at adelaide.edu.au
Yue XieUniversity of AdelaideVerified email at adelaide.edu.au
Per Kristian LehreProfessor at University of Birmingham and UKRI Turing AI Acceleration FellowVerified email at cs.bham.ac.uk
Una-May O'ReillyMIT, CSAIL, Any Scale Learning for All (ALFA) GroupVerified email at csail.mit.edu
Feng ShiCentral South UniversityVerified email at csu.edu.cn

Frank Neumann

Optimisation and Logistics, School of Computer

Verified email at adelaide.edu.au - Homepage

Algorithms Artificial Intelligence Bio-inspired Computation Evolutionary Computation Optimization


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Bioinspired computation in combinatorial optimization: algorithms and their computational complexity F Neumann, C Witt Springer, 2010	469	2010
Automated algorithm selection: Survey and perspectives P Kerschke, HH Hoos, F Neumann, H Trautmann Evolutionary computation 27 (1), 3-45, 2019	324	2019
Randomized local search, evolutionary algorithms, and the minimum spanning tree problem F Neumann, I Wegener Theoretical Computer Science 378 (1), 32-40, 2007	300	2007
On the effects of adding objectives to plateau functions D Brockhoff, T Friedrich, N Hebbinghaus, C Klein, F Neumann, E Zitzler IEEE Transactions on Evolutionary Computation 13 (3), 591-603, 2009	211*	2009
Minimum spanning trees made easier via multi-objective optimization F Neumann, I Wegener Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005	189	2005
Holocene climate variability in the Levant from the Dead Sea pollen record T Litt, C Ohlwein, FH Neumann, A Hense, M Stein Quaternary Science Reviews 49, 95-105, 2012	177	2012
Optimal fixed and adaptive mutation rates for the LeadingOnes problem S Böttcher, B Doerr, F Neumann Parallel Problem Solving from Nature, PPSN XI: 11th International Conference …, 2010	171	2010
Approximating covering problems by randomized search heuristics using multi-objective models T Friedrich, N Hebbinghaus, F Neumann, J He, C Witt Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007	166	2007
Runtime analysis of a simple ant colony optimization algorithm F Neumann, C Witt Algorithmica 54 (2), 243-255, 2009	165	2009
A comprehensive benchmark set and heuristics for the traveling thief problem S Polyakovskiy, MR Bonyadi, M Wagner, Z Michalewicz, F Neumann Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014	120	2014
Analyzing hypervolume indicator based algorithms D Brockhoff, T Friedrich, F Neumann Parallel Problem Solving from Nature–PPSN X: 10th International Conference …, 2008	120	2008
A fast and effective local search algorithm for optimizing the placement of wind turbines M Wagner, J Day, F Neumann Renewable energy 51, 64-70, 2013	118	2013
Theory of evolutionary computation: Recent developments in discrete optimization B Doerr, F Neumann Springer Nature, 2019	117	2019
Ant colony optimization and the minimum spanning tree problem F Neumann, C Witt Theoretical Computer Science 411 (25), 2406-2413, 2010	110	2010
Expected runtimes of a simple evolutionary algorithm for the multi-objective minimum spanning tree problem F Neumann European Journal of Operational Research 181 (3), 1620-1629, 2007	104	2007
Approximation-guided evolutionary multi-objective optimization K Bringmann, T Friedrich, F Neumann, M Wagner IJCAI Proceedings-International Joint Conference on Artificial Intelligence …, 2011	100	2011
Predicting the energy output of wind farms based on weather data: Important variables and their correlation E Vladislavleva, T Friedrich, F Neumann, M Wagner Renewable energy 50, 236-243, 2013	95	2013
A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem O Mersmann, B Bischl, H Trautmann, M Wagner, J Bossek, F Neumann Annals of Mathematics and Artificial Intelligence 69 (2), 151-182, 2013	92	2013
Precipitation variability in the winter rainfall zone of South Africa during the last 1400 yr linked to the austral westerlies JC Stager, PA Mayewski, J White, BM Chase, FH Neumann, ... Climate of the Past 8 (3), 877-887, 2012	91	2012
Intrabasin paleoearthquake and quiescence correlation of the late Holocene Dead Sea E Kagan, M Stein, A Agnon, F Neumann Journal of Geophysical Research: Solid Earth 116 (B4), 2011	85	2011

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