| 2008 |
| 21 | EE | Manuel Marques-Pita,
Melanie Mitchell,
Luis Mateus Rocha:
The Role of Conceptual Structure in Designing Cellular Automata to Perform Collective Computation.
UC 2008: 146-163 |
| 2007 |
| 20 | EE | Ralf Juengling,
Melanie Mitchell:
Combinatorial Shape Decomposition.
ISVC (2) 2007: 183-192 |
| 2006 |
| 19 | EE | Payel Ghosh,
Melanie Mitchell:
Segmentation of medical images using a genetic algorithm.
GECCO 2006: 1171-1178 |
| 18 | EE | Melanie Mitchell:
Complex systems: Network thinking.
Artif. Intell. 170(18): 1194-1212 (2006) |
| 2005 |
| 17 | EE | Nathan Williams,
Melanie Mitchell:
Investigating the success of spatial coevolution.
GECCO 2005: 523-530 |
| 16 | | Melanie Mitchell:
Self-awareness and control in decentralized systems.
Metacognition in Computation 2005: 80-85 |
| 2002 |
| 15 | EE | Francisco Jiménez-Morales,
Melanie Mitchell,
James P. Crutchfield:
Evolving One Dimensional Cellular Automata to Perform Non-trivial Collective Behavior Task: One Case Study.
International Conference on Computational Science (1) 2002: 793-802 |
| 14 | EE | Ludo Pagie,
Melanie Mitchell:
A Comparison of Evolutionary and Coevolutionary Search.
International Journal of Computational Intelligence and Applications 2(1): 53-69 (2002) |
| 2001 |
| 13 | | Francisco Jiménez-Morales,
James P. Crutchfield,
Melanie Mitchell:
Evolving two-dimensional cellular automata to perform density classification: A report on work in progress.
Parallel Computing 27(5): 571-585 (2001) |
| 2000 |
| 12 | | Justin Werfel,
Melanie Mitchell,
James P. Crutchfield:
Resource sharing and coevolution in evolving cellular automata.
IEEE Trans. Evolutionary Computation 4(4): 388-393 (2000) |
| 1999 |
| 11 | EE | Erik van Nimwegen,
James P. Crutchfield,
Melanie Mitchell:
Statistical Dynamics of the Royal Road Genetic Algorithm.
Theor. Comput. Sci. 229(1): 41-102 (1999) |
| 1998 |
| 10 | EE | Wim Hordijk,
James P. Crutchfield,
Melanie Mitchell:
Mechanisms of Emergent Computation in Cellular Automata.
PPSN 1998: 613-622 |
| 9 | EE | Melanie Mitchell:
Handbook of Genetic Algorithms (L. D. Davis).
Artif. Intell. 100(1-2): 325-330 (1998) |
| 1995 |
| 8 | | Rajarshi Das,
James P. Crutchfield,
Melanie Mitchell,
James E. Hanson:
Evolving Globally Synchronized Cellular Automata.
ICGA 1995: 336-343 |
| 1994 |
| 7 | | Rajarshi Das,
Melanie Mitchell,
James P. Crutchfield:
A Genetic Algorithm Discovers Particle-Based Computation in Cellular Automata.
PPSN 1994: 344-353 |
| 6 | | Melanie Mitchell,
Stephanie Forrest:
Genetic Algorithms and Artificial Life.
Artificial Life 1(3): 267-289 (1994) |
| 1993 |
| 5 | | Melanie Mitchell,
John H. Holland:
When Will a Genetic Algorithm Outperform Hill Climbing?
ICGA 1993: 647 |
| 4 | EE | Melanie Mitchell,
John H. Holland,
Stephanie Forrest:
When will a Genetic Algorithm Outperform Hill Climbing.
NIPS 1993: 51-58 |
| 3 | | Stephanie Forrest,
Melanie Mitchell:
What Makes a Problem Hard for a Genetic Algorithm? Some Anomalous Results and Their Explanation.
Machine Learning 13: 285-319 (1993) |
| 1992 |
| 2 | | Stephanie Forrest,
Melanie Mitchell:
Relative Building-Block Fitness and the Building Block Hypothesis.
FOGA 1992: 109-126 |
| 1991 |
| 1 | | Stephanie Forrest,
Melanie Mitchell:
The Performance of Genetic Algorithms on Walsh Polynomials: Some Anomalous Results and Their Explanation.
ICGA 1991: 182-189 |