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ORCIDDirk V. Arnold
Person information
- affiliation: Dalhousie University, Halifax, NS, Canada
Other persons with the same name
- Dirk Arnold 0002 — Friederich-Schiller-University, Jena, Germany
- Dirk Arnold 0003 — Asklepios Hospital Altona, Hamburg, Germany
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2020 – today
- 2024
[c49]Jeremy Porter
, Dirk V. Arnold:
Direct Augmented Lagrangian Evolution Strategies. GECCO 2024- 2023
- [c48]Yuan Hong, Dirk Arnold:
Evolutionary Mixed-Integer Optimization with Explicit Constraints. GECCO 2023: 822-830 - 2022
- [j25]Patrick Spettel, Zehao Ba, Dirk V. Arnold:
Active Sets for Explicitly Constrained Evolutionary Optimization. Evol. Comput. 30(4): 531-553 (2022) - [c47]Amir Abbasnejad, Dirk V. Arnold:
Adaptive Function Value Warping for Surrogate Model Assisted Evolutionary Optimization. PPSN (1) 2022: 76-89 - 2020
- [c46]Lauchlan Toal, Dirk V. Arnold:
Simple Surrogate Model Assisted Optimization with Covariance Matrix Adaptation. PPSN (1) 2020: 184-197
2010 – 2019
- 2019
- [c45]Jingyun Yang, Dirk V. Arnold:
A surrogate model assisted (1+1)-ES with increased exploitation of the model. GECCO 2019: 727-735 - [e5]Tobias Friedrich, Carola Doerr, Dirk V. Arnold:
Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2019, Potsdam, Germany, August 27-29, 2019. ACM 2019, ISBN 978-1-4503-6254-2 [contents] - 2018
- [c44]Arash Kayhani, Dirk V. Arnold:
Design of a Surrogate Model Assisted (1 + 1)-ES. PPSN (1) 2018: 16-28 - 2017
- [j24]Xihe Gao, Stephen Brooks, Dirk V. Arnold:
A Feature-Based Quality Metric for Tone Mapped Images. ACM Trans. Appl. Percept. 14(4): 26:1-26:11 (2017) - [c43]Xihe Gao, Jeremy Porter, Stephen Brooks, Dirk V. Arnold:
Evolutionary Optimization of Tone Mapped Image Quality Index. Artificial Evolution 2017: 176-188 - [c42]Dirk V. Arnold:
Reconsidering constraint release for active-set evolution strategies. GECCO 2017: 665-672 - 2016
- [j23]Michael Hellwig, Dirk V. Arnold:
Comparison of Constraint-Handling Mechanisms for the (1, λ)-ES on a Simple Constrained Problem. Evol. Comput. 24(1): 1-23 (2016) - [c41]Xihe Gao, Stephen Brooks, Dirk V. Arnold:
Automatic blended tone mapping through evolutionary optimization. CEC 2016: 3855-3862 - [c40]Dirk V. Arnold, Ang Lu:
An evolutionary algorithm for depth image based camera pose estimation in indoor environments. CEC 2016: 3871-3878 - [c39]Dirk V. Arnold:
An Active-Set Evolution Strategy for Optimization with Known Constraints. PPSN 2016: 192-202 - 2015
- [j22]Xihe Gao, Stephen Brooks, Dirk V. Arnold:
Automated parameter tuning for tone mapping using visual saliency. Comput. Graph. 52: 171-180 (2015) - [c38]Dirk V. Arnold, Jeremy Porter:
Towards an Augmented Lagrangian Constraint Handling Approach for the (1+1)-ES. GECCO 2015: 249-256 - [p2]Nikolaus Hansen, Dirk V. Arnold, Anne Auger:
Evolution Strategies. Handbook of Computational Intelligence 2015: 871-898 - 2014
- [j21]Dirk V. Arnold:
On the Behaviour of the (1, λ)-ES for Conically Constrained Linear Problems. Evol. Comput. 22(3): 503-523 (2014) - [c37]Kathleen C. Fraser, Dirk V. Arnold, Graham Dellaire:
Projected Barzilai-Borwein Method with Infeasible Iterates for Nonnegative Least-Squares Image Deblurring. CRV 2014: 189-194 - [c36]Xihe Gao, Stephen Brooks, Dirk V. Arnold:
Saliency-based parameter tuning for tone mapping. CVMP 2014: 5:1-5:10 - [c35]Seyednaser Nourashrafeddin, Evangelos E. Milios, Dirk V. Arnold:
An ensemble approach for text document clustering using Wikipedia concepts. ACM Symposium on Document Engineering 2014: 107-116 - [c34]Dirk V. Arnold:
On the Use of Evolution Strategies for Optimization on Spherical Manifolds. PPSN 2014: 882-891 - [e4]Dirk V. Arnold:
Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014. ACM 2014, ISBN 978-1-4503-2662-9 [contents] - [e3]Dirk V. Arnold, Enrique Alba:
Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014, Companion Material Proceedings. ACM 2014, ISBN 978-1-4503-2881-4 [contents] - 2013
- [j20]Dirk V. Arnold:
Resampling versus Repair in Evolution Strategies Applied to a Constrained Linear Problem. Evol. Comput. 21(3): 389-411 (2013) - [c33]Xihe Gao, Stephen Brooks, Dirk V. Arnold:
Virtual Photograph Based Saliency Analysis of High Dynamic Range Images. CAe@Expressive 2013: 87-92 - [c32]Seyednaser Nourashrafeddin, Evangelos E. Milios, Dirk V. Arnold:
An evolutionary algorithm for Feature Selective Double Clustering of text documents. IEEE Congress on Evolutionary Computation 2013: 446-453 - [c31]Seyednaser Nourashrafeddin, Evangelos E. Milios, Dirk V. Arnold:
Interactive text document clustering using feature labeling. ACM Symposium on Document Engineering 2013: 61-70 - [c30]Dirk V. Arnold:
On the behaviour of the (1, λ)-es for a conically constrained problem. GECCO 2013: 423-430 - [c29]Jeremy Porter, Dirk V. Arnold:
An evolutionary spline fitting algorithm for identifying filamentous cyanobacteria. SAC 2013: 40-45 - 2012
- [j19]Graham LeBlanc, Andrew Shouldice, Dirk V. Arnold, Stephen Brooks:
Multi-Band Fourier Synthesis of Ocean Waves. J. Graph. Tools 16(2): 57-70 (2012) - [c28]Dirk V. Arnold, Nikolaus Hansen:
A (1+1)-CMA-ES for constrained optimisation. GECCO 2012: 297-304 - [c27]Seyednaser Nourashrafeddin, Dirk V. Arnold, Evangelos E. Milios:
An evolutionary subspace clustering algorithm for high-dimensional data. GECCO (Companion) 2012: 1497-1498 - [c26]Dirk V. Arnold:
On the Behaviour of the (1, λ)-σSA-ES for a Constrained Linear Problem. PPSN (1) 2012: 82-91 - 2011
- [c25]Dirk V. Arnold:
On the behaviour of the (1, λ)-es for a simple constrained problem. FOGA 2011: 15-24 - [c24]Dirk V. Arnold:
Analysis of a repair mechanism for the (1, λ)-ES applied to a simple constrained problem. GECCO 2011: 853-860 - 2010
- [j18]Dirk V. Arnold, Hans-Georg Beyer:
On the Behaviour of Evolution Strategies Optimising Cigar Functions. Evol. Comput. 18(4): 661-682 (2010) - [c23]Dirk V. Arnold, Nikolaus Hansen:
Active covariance matrix adaptation for the (1+1)-CMA-ES. GECCO 2010: 385-392 - [c22]Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Dirk V. Arnold, Tim Hohm:
Mirrored Sampling and Sequential Selection for Evolution Strategies. PPSN (1) 2010: 11-21
2000 – 2009
- 2009
- [j17]Tim Burrell, Dirk V. Arnold, Stephen Brooks:
Advected river textures. Comput. Animat. Virtual Worlds 20(2-3): 163-173 (2009) - [c21]Dirk V. Arnold, Hans-Georg Beyer, Alexander Melkozerov:
On the behaviour of weighted multi-recombination evolution strategies optimising noisy cigar functions. GECCO 2009: 483-490 - [c20]Dirk V. Arnold, Anthony S. Castellarin:
A novel approach to adaptive isolation in evolution strategies. GECCO 2009: 491-498 - [c19]Stephen B. Chisholm, Dirk V. Arnold, Stephen Brooks:
Tone mapping by interactive evolution. GECCO 2009: 515-522 - [p1]Ralf Salomon, Dirk V. Arnold:
The Evolutionary-Gradient-Search Procedure in Theory and Practice. Nature-Inspired Algorithms for Optimisation 2009: 77-101 - 2008
- [j16]Dirk V. Arnold, Alexander MacLeod:
Step Length Adaptation on Ridge Functions. Evol. Comput. 16(2): 151-184 (2008) - [j15]Dirk V. Arnold, Hans-Georg Beyer:
Evolution strategies with cumulative step length adaptation on the noisy parabolic ridge. Nat. Comput. 7(4): 555-587 (2008) - [c18]Dirk V. Arnold, D. C. Scott Van Wart:
Cumulative Step Length Adaptation for Evolution Strategies Using Negative Recombination Weights. EvoWorkshops 2008: 545-554 - [c17]Dirk V. Arnold, Daniel Brauer:
On the Behaviour of the (1+1)-ES for a Simple Constrained Problem. PPSN 2008: 1-10 - [e2]Dirk V. Arnold, Anne Auger, Jonathan E. Rowe, Carsten Witt:
Theory of Evolutionary Algorithms, 27.01. - 01.02.2008. Dagstuhl Seminar Proceedings 08051, Internationales Begegnungs- und Forschungszentrum für Informatik (IBFI), Schloss Dagstuhl, Germany 2008 [contents] - [i4]Dirk V. Arnold, Anne Auger, Jonathan E. Rowe, Carsten Witt:
08051 Executive Summary - Theory of Evolutionary Algorithms. Theory of Evolutionary Algorithms 2008 - [i3]Dirk V. Arnold, Anne Auger, Carsten Witt, Jonathan E. Rowe:
08051 Abstracts Collection - Theory of Evolutionary Algorithms. Theory of Evolutionary Algorithms 2008 - 2007
- [j14]Dirk V. Arnold, Ralf Salomon:
Evolutionary Gradient Search Revisited. IEEE Trans. Evol. Comput. 11(4): 480-495 (2007) - [c16]Dirk V. Arnold:
On the use of evolution strategies for optimising certain positive definite quadratic forms. GECCO 2007: 634-641 - 2006
- [j13]Dirk V. Arnold, Hans-Georg Beyer:
Optimum Tracking with Evolution Strategies. Evol. Comput. 14(3): 291-308 (2006) - [j12]Dirk V. Arnold:
Weighted multirecombination evolution strategies. Theor. Comput. Sci. 361(1): 18-37 (2006) - [j11]Dirk V. Arnold, Hans-Georg Beyer:
A general noise model and its effects on evolution strategy performance. IEEE Trans. Evol. Comput. 10(4): 380-391 (2006) - [c15]Dirk V. Arnold, Darren MacDonald:
Weighted Multirecombination Evolution Strategies on the Parabolic Ridge. IEEE Congress on Evolutionary Computation 2006: 104-111 - [c14]Grahame A. Jastrebski, Dirk V. Arnold:
Improving Evolution Strategies through Active Covariance Matrix Adaptation. IEEE Congress on Evolutionary Computation 2006: 2814-2821 - [c13]Dirk V. Arnold, Alexander MacLeod:
Hierarchically organised evolution strategies on the parabolic ridge. GECCO 2006: 437-444 - [c12]Dirk V. Arnold:
Cumulative Step Length Adaptation on Ridge Functions. PPSN 2006: 11-20 - [e1]Dirk V. Arnold, Thomas Jansen, Michael D. Vose, Jonathan E. Rowe:
Theory of Evolutionary Algorithms, 05.02. - 10.02.2006. Dagstuhl Seminar Proceedings 06061, Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany 2006 [contents] - [i2]Dirk V. Arnold, Thomas Jansen, Jonathan E. Rowe, Michael D. Vose:
06061 Executive Summary -- Theory of Evolutionary Algoritms. Theory of Evolutionary Algorithms 2006 - [i1]Dirk V. Arnold, Thomas Jansen, Jonathan E. Rowe, Michael D. Vose:
06061 Abstracts Collection -- Theory of Evolutionary Algorithms. Theory of Evolutionary Algorithms 2006 - 2005
- [j10]Hans-Georg Beyer, Dirk V. Arnold, Silja Meyer-Nieberg:
A New Approach for Predicting the Final Outcome of Evolution Strategy Optimization Under Noise. Genet. Program. Evolvable Mach. 6(1): 7-24 (2005) - [j9]Dirk V. Arnold, Hans-Georg Beyer:
Expected sample moments of concomitants of selected order statistics. Stat. Comput. 15(3): 241-250 (2005) - [c11]Dirk V. Arnold:
Evolution strategies with adaptively rescaled mutation vectors. Congress on Evolutionary Computation 2005: 2592-2599 - [c10]Dirk V. Arnold:
Optimal Weighted Recombination. FOGA 2005: 215-237 - 2004
- [j8]Dirk V. Arnold, Hans-Georg Beyer:
Performance analysis of evolutionary optimization with cumulative step length adaptation. IEEE Trans. Autom. Control. 49(4): 617-622 (2004) - [c9]Dirk V. Arnold:
An analysis of evolutionary gradient search. IEEE Congress on Evolutionary Computation 2004: 47-54 - 2003
- [j7]Dirk V. Arnold, Hans-Georg Beyer:
A Comparison of Evolution Strategies with Other Direct Search Methods in the Presence of Noise. Comput. Optim. Appl. 24(1): 135-159 (2003) - [j6]Hans-Georg Beyer, Dirk V. Arnold:
Qualms Regarding the Optimality of Cumulative Path Length Control in CSA/CMA-Evolution Strategies. Evol. Comput. 11(1): 19-28 (2003) - [j5]Dirk V. Arnold, Hans-Georg Beyer:
On the Benefits of Populations for Noisy Optimization. Evol. Comput. 11(2): 111-127 (2003) - [c8]Hans-Georg Beyer, Dirk V. Arnold:
The Steady State Behavior of (µ/µI, lambda)-ES on Ellipsoidal Fitness Models Disturbed by Noise. GECCO 2003: 525-536 - [c7]Dirk V. Arnold, Hans-Georg Beyer:
On the Effects of Outliers on Evolutionary Optimization. IDEAL 2003: 151-160 - 2002
- [b1]Dirk V. Arnold:
Noisy optimization with evolution strategies. Genetic algorithms and evolutionary computation 8, Kluwer 2002, ISBN 978-1-4020-7105-8, pp. I-VIII, 1-158 - [j4]Dirk V. Arnold, Hans-Georg Beyer:
Performance analysis of evolution strategies with multi-recombination in high-dimensional RN-search spaces disturbed by noise. Theor. Comput. Sci. 289(1): 629-647 (2002) - [j3]Dirk V. Arnold, Hans-Georg Beyer:
Local performance of the (1 + 1)-ES in a noisy environment. IEEE Trans. Evol. Comput. 6(1): 30-41 (2002) - [c6]Dirk V. Arnold, Hans-Georg Beyer:
Random Dynamics Optimum Tracking with Evolution Strategies. PPSN 2002: 3-12 - 2001
- [j2]Robert F. Hadley, Ádám Rotaru-Varga, Dirk V. Arnold, Vlad C. Cardei:
Syntactic systematicity arising from semantic predictions in a Hebbian-competitive network. Connect. Sci. 13(1): 73-94 (2001) - [c5]Dirk V. Arnold, Hans-Georg Beyer:
Investigation of the (μ, λ)-ES in the presence of noise. CEC 2001: 332-339 - [c4]Sandor Markon, Dirk V. Arnold, Thomas Bäck, Thomas Beielstein, Hans-Georg Beyer:
Thresholding-a selection operator for noisy ES. CEC 2001: 465-472 - 2000
- [c3]Dirk V. Arnold, Hans-Georg Beyer:
Local Performance of the (μ/μ, μ)-ES in a Noisy Environment. FOGA 2000: 127-141 - [c2]Dirk V. Arnold, Hans-Georg Beyer:
Efficiency and Mutation Strength Adaptation of the (mu, muI, lambda)-ES in a Noisy Environment. PPSN 2000: 39-48
1990 – 1999
- 1999
- [c1]Hans-Georg Beyer, Dirk V. Arnold:
Fitness Noise and Localization Errors of the Optimum in General Quadratic Fitness Models. GECCO 1999: 817-824 - 1996
- [j1]Dirk V. Arnold:
Information-theoretic Analysis of Phase Transitions. Complex Syst. 10(2) (1996)
Coauthor Index
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