| An introduction to genetic algorithms M Mitchell MIT press, 1998 | 20144 | 1998 |
| Complexity: A guided tour M Mitchell Oxford university press, 2009 | 5061 | 2009 |
| Artificial intelligence: A guide for thinking humans M Mitchell Farrar, Straus and Giroux, 2019 | 865 | 2019 |
| The royal road for genetic algorithms: Fitness landscapes and GA performance M Mitchell, JH Holland, S Forrest Los Alamos National Lab., NM (United States), 1991 | 820 | 1991 |
| Revisiting the edge of chaos: Evolving cellular automata to perform computations M Mitchell, P Hraber, JP Crutchfield arXiv preprint adap-org/9303003, 1993 | 700 | 1993 |
| Relative building-block fitness and the building-block hypothesis S Forrest, M Mitchell Foundations of genetic algorithms 2, 109-126, 1993 | 646 | 1993 |
| When will a genetic algorithm outperform hill climbing M Mitchell, J Holland, S Forrest Advances in neural information processing systems 6, 1993 | 597 | 1993 |
| Analogy-making as perception: A computer model M Mitchell Mit Press, 1993 | 577 | 1993 |
| Complex systems: Network thinking M Mitchell Artificial intelligence 170 (18), 1194-1212, 2006 | 571 | 2006 |
| Evolving cellular automata to perform computations: Mechanisms and impediments M Mitchell, JP Crutchfield, PT Hraber Physica D: Nonlinear Phenomena 75 (1-3), 361-391, 1994 | 528 | 1994 |
| Genetic algorithms: An overview. M Mitchell Complex. 1 (1), 31-39, 1995 | 440 | 1995 |
| Genetic algorithms and artificial life M Mitchell, S Forrest Artificial life 1 (3), 267-289, 1994 | 410 | 1994 |
| The evolution of emergent computation. JP Crutchfield, M Mitchell Proceedings of the National Academy of Sciences 92 (23), 10742-10746, 1995 | 404 | 1995 |
| What makes a problem hard for a genetic algorithm? Some anomalous results and their explanation S Forrest, M Mitchell Machine Learning 13, 285-319, 1993 | 400 | 1993 |
| Accelerated Neural Evolution through Cooperatively Coevolved Synapses. F Gomez, J Schmidhuber, R Miikkulainen, M Mitchell Journal of Machine Learning Research 9 (5), 2008 | 388 | 2008 |
| The Copycat project: A model of mental fluidity and analogy-making. DR Hofstadter, M Mitchell Ablex Publishing, 1994 | 352 | 1994 |
| Computation in Cellular Automata: A Selected Review. M Mitchell Non-standard computation, 95-140, 2005 | 346 | 2005 |
| Evolving cellular automata with genetic algorithms: A review of recent work M Mitchell, JP Crutchfield, R Das Proceedings of the First international conference on evolutionary …, 1996 | 330 | 1996 |
| The debate over understanding in AI’s large language models M Mitchell, DC Krakauer Proceedings of the National Academy of Sciences 120 (13), e2215907120, 2023 | 289 | 2023 |
| Evolving globally synchronized cellular automata R Das, JP Crutchfield, M Mitchell, JM Hanson | 247 | 1995 |
