Dirk V. Arnold

2.2k total citations
55 papers, 917 citations indexed

About

Dirk V. Arnold is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Computer Vision and Pattern Recognition. According to data from OpenAlex, Dirk V. Arnold has authored 55 papers receiving a total of 917 indexed citations (citations by other indexed papers that have themselves been cited), including 44 papers in Artificial Intelligence, 28 papers in Computational Theory and Mathematics and 9 papers in Computer Vision and Pattern Recognition. Recurrent topics in Dirk V. Arnold's work include Metaheuristic Optimization Algorithms Research (37 papers), Advanced Multi-Objective Optimization Algorithms (27 papers) and Evolutionary Algorithms and Applications (27 papers). Dirk V. Arnold is often cited by papers focused on Metaheuristic Optimization Algorithms Research (37 papers), Advanced Multi-Objective Optimization Algorithms (27 papers) and Evolutionary Algorithms and Applications (27 papers). Dirk V. Arnold collaborates with scholars based in Canada, Germany and Austria. Dirk V. Arnold's co-authors include Hans-Georg Beyer, Ralf Salomon, Thomas Bäck, Sandor Markon, Evangelos Milios, Stephen Brooks, Silja Meyer-Nieberg, Vlad C. Cardei, Robert F. Hadley and Graham Dellaire and has published in prestigious journals such as IEEE Transactions on Automatic Control, IEEE Transactions on Evolutionary Computation and Theoretical Computer Science.

In The Last Decade

Dirk V. Arnold

54 papers receiving 871 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Dirk V. Arnold Canada	17	699	476	64	64	64	55	917
Samir W. Mahfoud United States	9	925 1.3×	550 1.2×	50 0.8×	103 1.6×	90 1.4×	10	1.4k
Thomas B�ck Netherlands	3	547 0.8×	189 0.4×	23 0.4×	158 2.5×	93 1.5×	3	1.0k
Yuval Davidor Israel	10	357 0.5×	165 0.3×	18 0.3×	137 2.1×	127 2.0×	18	649
Jørgen Vesterstrøm Denmark	6	679 1.0×	359 0.8×	14 0.2×	216 3.4×	99 1.5×	9	1.2k
Zhigang Ren China	14	429 0.6×	314 0.7×	5 0.1×	57 0.9×	62 1.0×	68	709
Lijun Zhang China	15	398 0.6×	375 0.8×	7 0.1×	59 0.9×	45 0.7×	114	916
Weijie Zheng China	16	308 0.4×	191 0.4×	7 0.1×	70 1.1×	84 1.3×	60	625
Mei Lu China	12	454 0.6×	105 0.2×	22 0.3×	24 0.4×	120 1.9×	33	677
P. Kaelo Botswana	11	345 0.5×	283 0.6×	7 0.1×	83 1.3×	55 0.9×	33	712
Zhuhong Zhang China	12	292 0.4×	271 0.6×	6 0.1×	74 1.2×	51 0.8×	59	700

Countries citing papers authored by Dirk V. Arnold

Since Specialization

Citations

This map shows the geographic impact of Dirk V. Arnold's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dirk V. Arnold with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dirk V. Arnold more than expected).

Fields of papers citing papers by Dirk V. Arnold

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dirk V. Arnold. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dirk V. Arnold. The network helps show where Dirk V. Arnold may publish in the future.

Co-authorship network of co-authors of Dirk V. Arnold

This figure shows the co-authorship network connecting the top 25 collaborators of Dirk V. Arnold. A scholar is included among the top collaborators of Dirk V. Arnold based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Dirk V. Arnold. Dirk V. Arnold is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Arnold, Dirk V.. (2017). Reconsidering constraint release for active-set evolution strategies. Proceedings of the Genetic and Evolutionary Computation Conference. 665–672. 9 indexed citations

Arnold, Dirk V., et al.. (2016). An evolutionary algorithm for depth image based camera pose estimation in indoor environments. 3 indexed citations

Arnold, Dirk V., et al.. (2015). Towards an Augmented Lagrangian Constraint Handling Approach for the (1+1)-ES. 249–256. 17 indexed citations

Milios, Evangelos, et al.. (2014). An ensemble approach for text document clustering using Wikipedia concepts. 107–116. 11 indexed citations

Brooks, Stephen, et al.. (2014). Saliency-based parameter tuning for tone mapping. 1–10. 2 indexed citations

Arnold, Dirk V.. (2013). On the behaviour of the (1, λ)-es for a conically constrained problem. 423–430. 6 indexed citations

Arnold, Dirk V., et al.. (2012). Multi-Band Fourier Synthesis of Ocean Waves. 16(2). 57–70. 6 indexed citations

Arnold, Dirk V. & Hans-Georg Beyer. (2010). On the Behaviour of Evolution Strategies Optimising Cigar Functions. Evolutionary Computation. 18(4). 661–682. 5 indexed citations

Arnold, Dirk V., et al.. (2009). Advected river textures. Computer Animation and Virtual Worlds. 20(2-3). 163–173. 3 indexed citations

10.

Arnold, Dirk V., et al.. (2008). 08051 Executive Summary – Theory of Evolutionary Algorithms. DROPS (Schloss Dagstuhl – Leibniz Center for Informatics). 0. 1 indexed citations

11.

Arnold, Dirk V., et al.. (2008). Step Length Adaptation on Ridge Functions. Evolutionary Computation. 16(2). 151–184. 19 indexed citations

12.

Arnold, Dirk V., et al.. (2006). Improving Evolution Strategies through Active Covariance Matrix Adaptation. 2814–2821. 74 indexed citations

13.

Arnold, Dirk V. & Hans-Georg Beyer. (2006). Evolution strategies with cumulative step length adaptation on the noisy parabolic ridge. Natural Computing. 7(4). 555–587. 14 indexed citations

14.

Arnold, Dirk V.. (2006). Weighted multirecombination evolution strategies. Theoretical Computer Science. 361(1). 18–37. 36 indexed citations

15.

Arnold, Dirk V. & Hans-Georg Beyer. (2002). Noisy Local Optimization with Evolution Strategies. Kluwer Academic Publishers eBooks. 44 indexed citations

16.

Arnold, Dirk V. & Hans-Georg Beyer. (2002). Performance analysis of evolution strategies with multi-recombination in high-dimensional RN-search spaces disturbed by noise. Theoretical Computer Science. 289(1). 629–647. 28 indexed citations

17.

Arnold, Dirk V.. (2002). Noisy Optimization With Evolution Strategies. Technische Universität Dortmund Eldorado (Technische Universität Dortmund). 104 indexed citations

18.

Markon, Sandor, et al.. (2002). Thresholding-a selection operator for noisy ES. 1. 465–472. 54 indexed citations

19.

Beyer, Hans-Georg & Dirk V. Arnold. (1999). Fitness noise and localization errors of the optimum in general quadratic fitness models. Genetic and Evolutionary Computation Conference. 817–824. 8 indexed citations

20.

Arnold, Dirk V.. (1996). Information-theoretic Analysis of Phase Transitions.. Complex Systems. 10. 18 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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