Melanie S. Mitchell
Impact in
- Artificial Intelligence top 0.1%
- Evolutionary Algorithms and Applications
- Metaheuristic Optimization Algorithms Research
- Neural Networks and Applications
- Computational Theory and Mathematics top 0.1%
- Advanced Multi-Objective Optimization Algorithms
- Cellular Automata and Applications
Papers in
-
- Cellular Automata and Applications 22
- Computability, Logic, AI Algorithms 14
-
- Evolutionary Algorithms and Applications 35
- Metaheuristic Optimization Algorithms Research 15
- Co-authors
- Stephanie Forrest (11 shared papers)James P. Crutchfield (16 shared papers)Douglas R. Hofstadter (4 shared papers)John H. Holland (2 shared papers)Richard K. Belew (2 shared papers)David C. Krakauer (2 shared papers)Peter Hraber (1 shared paper)Rajarshi Das (3 shared papers)
- Journals
- Science (9 papers)Complexity (4 papers)Proceedings of the National Academy of Sciences (3 papers)Machine Learning (2 papers)Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences (2 papers)
- Partner nations
- United StatesUnited KingdomAustralia
In The Last Decade
Melanie S. Mitchell
107 papers receiving 12.8k citations
Melanie S. Mitchell's Hit Papers
Peers
Comparison fields: 5 of 224
- Artificial Intelligence 5.2k
- Computational Theory and Mathematics 2.2k
- Industrial and Manufacturing Engineering 753
- Management Science and Operations Research 719
- Health Informatics 81
Countries citing papers authored by Melanie S. Mitchell
This map shows the geographic impact of Melanie S. 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 S. 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 S. Mitchell more than expected).
Fields of papers citing papers by Melanie S. Mitchell
This network shows the impact of papers produced by Melanie S. 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 S. Mitchell. The network helps show where Melanie S. Mitchell may publish in the future.
Co-authors
The 25 scholars most cited alongside Melanie S. 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 116 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | An Introduction to Genetic Algorithms Hit paper breakdown → | 1996 | 8650 |
| 2 | Darwin's dangerous idea Hit paper breakdown → | 1996 | 714 |
| 3 | The royal road for genetic algorithms: Fitness landscapes and GA performance | 1991 | 343 |
| 4 | 1993 | 273 | |
| 5 | 1994 | 270 | |
| 6 | 2006 | 219 | |
| 7 | The copycat project: A model of mental fluidity and analogy-making | 1995 | 203 |
| 8 | Adaptive Individuals In Evolving Populations: Models And Algorithms | 1996 | 194 |
| 9 | The debate over understanding in AI’s large language models Hit paper breakdown → | 2023 | 183 |
| 10 | 1995 | 177 | |
| 11 | 1994 | 163 | |
| 12 | Analogy-Making as Perception: A Computer Model | 1993 | 149 |
| 13 | 1994 | 124 | |
| 14 | 1994 | 117 | |
| 15 | 1999 | 108 | |
| 16 | 1993 | 101 | |
| 17 | Artificial Intelligence: A Guide for Thinking Humans | 2019 | 101 |
| 18 | Evolving Globally Synchronized Cellular Automata | 1995 | 99 |
| 19 | 1997 | 83 | |
| 20 | 1994 | 80 |
About Melanie S. Mitchell
Melanie S. Mitchell is a scholar working on Computational Theory and Mathematics, Artificial Intelligence, Computer Vision and Pattern Recognition, Genetics and Cognitive Neuroscience, having authored 116 papers that have together received 14.0k indexed citations. Recurring topics across this work include Evolutionary Algorithms and Applications (35 papers), Cellular Automata and Applications (22 papers), Metaheuristic Optimization Algorithms Research (15 papers), Computability, Logic, AI Algorithms (14 papers), Evolution and Genetic Dynamics (8 papers), Evolutionary Game Theory and Cooperation (8 papers), DNA and Biological Computing (7 papers) and Artificial Immune Systems Applications (6 papers). The work is most often cited by research in Artificial Intelligence (5.2k citations), Computational Theory and Mathematics (2.2k citations), Industrial and Manufacturing Engineering (753 citations), Management Science and Operations Research (719 citations) and Health Informatics (81 citations). Melanie S. Mitchell has collaborated with scholars based in United States, United Kingdom and Australia. Frequent co-authors include Stephanie Forrest, James P. Crutchfield, Douglas R. Hofstadter, John H. Holland, Richard K. Belew, David C. Krakauer, Peter Hraber, Rajarshi Das, Erik van Nimwegen and Payel Ghosh. Their work appears in journals such as Science, Complexity, Proceedings of the National Academy of Sciences, Machine Learning and Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences.
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.