Krzysztof Socha

3.3k total citations · 1 hit paper
15 papers, 1.7k citations indexed

About

Krzysztof Socha is a scholar working on Artificial Intelligence, Management Science and Operations Research and Computer Networks and Communications. According to data from OpenAlex, Krzysztof Socha has authored 15 papers receiving a total of 1.7k indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Artificial Intelligence, 8 papers in Management Science and Operations Research and 5 papers in Computer Networks and Communications. Recurrent topics in Krzysztof Socha's work include Scheduling and Timetabling Solutions (8 papers), Metaheuristic Optimization Algorithms Research (6 papers) and Constraint Satisfaction and Optimization (5 papers). Krzysztof Socha is often cited by papers focused on Scheduling and Timetabling Solutions (8 papers), Metaheuristic Optimization Algorithms Research (6 papers) and Constraint Satisfaction and Optimization (5 papers). Krzysztof Socha collaborates with scholars based in Belgium, Spain and United Kingdom. Krzysztof Socha's co-authors include Marco Dorigo, Christian Blum, Thomas Stützle, Tianjun Liao, Marco A. Montes de, Olivia Rossi-Doria, Mauro Birattari, Marco Chiarandini, Marek Kisiel‐Dorohinicki and Joshua Knowles and has published in prestigious journals such as European Journal of Operational Research, IEEE Transactions on Evolutionary Computation and Neural Computing and Applications.

In The Last Decade

Krzysztof Socha

15 papers receiving 1.6k citations

Hit Papers

Ant colony optimization for continuous domains 2006 2026 2012 2019 2006 250 500 750

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Krzysztof Socha Belgium 9 922 384 227 216 200 15 1.7k
Julien Lepagnot France 9 679 0.7× 387 1.0× 220 1.0× 97 0.4× 158 0.8× 36 1.4k
Cezary Z. Janikow United States 16 1.2k 1.3× 538 1.4× 124 0.5× 138 0.6× 244 1.2× 44 1.9k
Patrick Siarry France 21 879 1.0× 412 1.1× 269 1.2× 174 0.8× 272 1.4× 35 2.1k
Isao Ono Japan 19 850 0.9× 629 1.6× 237 1.0× 94 0.4× 273 1.4× 103 1.7k
Madana Srinivas India 7 685 0.7× 246 0.6× 224 1.0× 80 0.4× 328 1.6× 15 1.9k
Xiaohu Shi China 16 885 1.0× 327 0.9× 304 1.3× 77 0.4× 258 1.3× 64 1.7k
Jonathan E. Fieldsend United Kingdom 25 1.1k 1.2× 991 2.6× 122 0.5× 244 1.1× 185 0.9× 90 2.1k
Ilhem Boussaïd Algeria 4 680 0.7× 398 1.0× 189 0.8× 77 0.4× 150 0.8× 4 1.3k
Robert Hinterding Australia 10 1.1k 1.2× 684 1.8× 249 1.1× 97 0.4× 149 0.7× 12 1.7k
Thomas Weise China 23 1.0k 1.1× 454 1.2× 180 0.8× 85 0.4× 133 0.7× 105 1.9k

Countries citing papers authored by Krzysztof Socha

Since Specialization
Citations

This map shows the geographic impact of Krzysztof Socha'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 Krzysztof Socha with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Krzysztof Socha more than expected).

Fields of papers citing papers by Krzysztof Socha

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Krzysztof Socha. 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 Krzysztof Socha. The network helps show where Krzysztof Socha may publish in the future.

Co-authorship network of co-authors of Krzysztof Socha

This figure shows the co-authorship network connecting the top 25 collaborators of Krzysztof Socha. A scholar is included among the top collaborators of Krzysztof Socha 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 Krzysztof Socha. Krzysztof Socha is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

15 of 15 papers shown
2.
Liao, Tianjun, Krzysztof Socha, Marco A. Montes de, Thomas Stützle, & Marco Dorigo. (2013). Ant Colony Optimization for Mixed-Variable Optimization Problems. IEEE Transactions on Evolutionary Computation. 18(4). 503–518. 193 indexed citations
3.
Socha, Krzysztof. (2009). Ant Colony Optimisation for Continuous and Mixed-Variable Domains. 21 indexed citations
4.
Socha, Krzysztof & Christian Blum. (2007). An ant colony optimization algorithm for continuous optimization: application to feed-forward neural network training. Neural Computing and Applications. 16(3). 235–247. 201 indexed citations
5.
Socha, Krzysztof & Marco Dorigo. (2006). Ant colony optimization for continuous domains. European Journal of Operational Research. 185(3). 1155–1173. 976 indexed citations breakdown →
6.
Chiarandini, Marco, Mauro Birattari, Krzysztof Socha, & Olivia Rossi-Doria. (2006). An effective hybrid algorithm for university course timetabling. Journal of Scheduling. 9(5). 403–432. 110 indexed citations
7.
Blum, Christian & Krzysztof Socha. (2005). Training feed-forward neural networks with ant colony optimization: an application to pattern classification. 6 pp.–6 pp.. 110 indexed citations
8.
Socha, Krzysztof, et al.. (2004). Hardness prediction for the university course timetabling problem. Lecture notes in computer science. 3004. 135–144. 2 indexed citations
9.
Socha, Krzysztof. (2003). The Influence of Run-Time Limits on Choosing Ant System Parameters. Lecture notes in computer science. 2723. 49–60. 1 indexed citations
10.
Chiarandini, Marco, Mauro Birattari, Krzysztof Socha, & Olivia Rossi-Doria. (2003). An effective hybrid approach for the university course timetabling problem. University of Southern Denmark Research Portal (University of Southern Denmark). 14 indexed citations
11.
Socha, Krzysztof & Marek Kisiel‐Dorohinicki. (2003). Agent-based evolutionary multiobjective optimisation. 1. 109–114. 21 indexed citations
12.
Socha, Krzysztof. (2003). MAX-MIN Ant System for International Timetabling Competition. 2 indexed citations
13.
Chiarandini, Marco, Krzysztof Socha, Mauro Birattari, & Olivia Rossi-Doria. (2003). International timetabling competition: A hybrid approach. Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles). 3 indexed citations
14.
Socha, Krzysztof, Joshua Knowles, & Michaël Sampels. (2002). A {$\cal MAX$}-{$\cal MIN$} Ant System for the University Course Timetabling Problem. Research Explorer (The University of Manchester). 1–13. 6 indexed citations
15.
Blum, Christian, Joshua Knowles, Ben Paechter, et al.. (2002). A local search for the timetabling problem. Research Explorer (The University of Manchester). 124–127. 19 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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