Melanie Mitchell
Impact in
- Artificial Intelligence top 0.2%
- Evolutionary Algorithms and Applications
- Metaheuristic Optimization Algorithms Research
- Neural Networks and Applications
- Computational Theory and Mathematics top 0.2%
- Advanced Multi-Objective Optimization Algorithms
- Cellular Automata and Applications
Papers in
-
- Evolutionary Algorithms and Applications 28
- Metaheuristic Optimization Algorithms Research 12
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- Cellular Automata and Applications 14
- Computability, Logic, AI Algorithms 9
- Co-authors
- James P. Crutchfield (9 shared papers)Stephanie Forrest (6 shared papers)Peter Hraber (2 shared papers)Douglas R. Hofstadter (4 shared papers)Richard K. Belew (2 shared papers)David C. Krakauer (1 shared paper)Erik van Nimwegen (2 shared papers)Payel Ghosh (5 shared papers)
- Journals
- Complexity (4 papers)Proceedings of the National Academy of Sciences (2 papers)Science (2 papers)Physica D Nonlinear Phenomena (2 papers)Mental Retardation and Developmental Disabilities Research Reviews (2 papers)
- Partner nations
- United StatesUnited KingdomAustralia
In The Last Decade
Melanie Mitchell
81 papers receiving 10.3k citations
Melanie Mitchell's Hit Papers
Peers
Comparison fields: 5 of 224
- Artificial Intelligence 3.7k
- Computational Theory and Mathematics 1.6k
- Industrial and Manufacturing Engineering 641
- Management Science and Operations Research 610
- Computer Networks and Communications 1.1k
Countries citing papers authored by Melanie Mitchell
This map shows the geographic impact of Melanie Mitchell'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 Melanie Mitchell with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Melanie Mitchell more than expected).
Fields of papers citing papers by Melanie Mitchell
This network shows the impact of papers produced by Melanie Mitchell. 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 Melanie Mitchell. The network helps show where Melanie Mitchell may publish in the future.
Co-authors
The 25 scholars most cited alongside Melanie Mitchell, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 86 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | An Introduction to Genetic Algorithms Hit paper breakdown → | 1996 | 7530 |
| 2 | Darwin's dangerous idea Hit paper breakdown → | 1996 | 523 |
| 3 | 1993 | 222 | |
| 4 | 1994 | 200 | |
| 5 | 2006 | 189 | |
| 6 | The Copycat project: a model of mental fluidity and analogy-making | 1995 | 157 |
| 7 | 1995 | 154 | |
| 8 | The debate over understanding in AI’s large language models Hit paper breakdown → | 2023 | 150 |
| 9 | Adaptive Individuals In Evolving Populations: Models And Algorithms | 1996 | 149 |
| 10 | 1994 | 131 | |
| 11 | Analogy-Making as Perception: A Computer Model | 1993 | 122 |
| 12 | 1994 | 103 | |
| 13 | 1998 | 87 | |
| 14 | Artificial Intelligence: A Guide for Thinking Humans | 2019 | 84 |
| 15 | 1999 | 82 | |
| 16 | 1993 | 77 | |
| 17 | Evolving Globally Synchronized Cellular Automata | 1995 | 72 |
| 18 | 1994 | 63 | |
| 19 | Evolving Cellular Automata with Genetic Algorithms: A Review of Recent Work | 1996 | 58 |
| 20 | 1999 | 58 |
About Melanie Mitchell
Melanie Mitchell is a scholar working on Artificial Intelligence, Computational Theory and Mathematics, Sociology and Political Science, Molecular Biology and Computer Vision and Pattern Recognition, having authored 86 papers that have together received 11.3k indexed citations. Recurring topics across this work include Evolutionary Algorithms and Applications (28 papers), Cellular Automata and Applications (14 papers), Metaheuristic Optimization Algorithms Research (12 papers), Computability, Logic, AI Algorithms (9 papers), Evolutionary Game Theory and Cooperation (8 papers), Evolution and Genetic Dynamics (6 papers), Medical Image Segmentation Techniques (5 papers) and Artificial Immune Systems Applications (5 papers). The work is most often cited by research in Artificial Intelligence (3.7k citations), Computational Theory and Mathematics (1.6k citations), Industrial and Manufacturing Engineering (641 citations), Management Science and Operations Research (610 citations) and Computer Networks and Communications (1.1k citations). Melanie Mitchell has collaborated with scholars based in United States, United Kingdom and Australia. Frequent co-authors include James P. Crutchfield, Stephanie Forrest, Peter Hraber, Douglas R. Hofstadter, Richard K. Belew, David C. Krakauer, Erik van Nimwegen, Payel Ghosh, Charles Taylor and F. D. Seward. Their work appears in journals such as Complexity, Proceedings of the National Academy of Sciences, Science, Physica D Nonlinear Phenomena and Mental Retardation and Developmental Disabilities Research Reviews.
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.