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Melanie Mitchell

12 papers hereh-index 4515.1k citations133 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author6
  • last author4

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • adap-org4
  • cs.AI1
  • physics.ed-ph1
same name
  • Melanie Mitchell — 11 papers, h 13
  • Melanie Mitchell — 4 papers, h 2
  • Melanie Mitchell — 4 papers, h 4
  • Melanie Mitchell — 2 papers, h 2
  • Melanie Mitchell — 2 papers, h 3
  • Melanie Mitchell — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
19932022
most citedRevisiting the Edge of Chaos: Evolving Cellular Automata to Perform Computations

392 citations · 654 across the 10 of their papers we have counts for

collaborators
Showing 1993Show all

2 papers · 1 filter

adap-org1993★ 57 cited

Dynamics, Computation, and the "Edge of Chaos": A Re-Examination

M. Mitchell, J. P. Crutchfield, P. T. Hraber

In this paper we review previous work and present new work concerning the relationship between dynamical systems theory and computation. In particular, we review work by Langton \c…

adap-org1993★ 392 cited

Revisiting the Edge of Chaos: Evolving Cellular Automata to Perform Computations

Melanie Mitchell, Peter Hraber, James P. Crutchfield

We present results from an experiment similar to one performed by Packard (1988), in which a genetic algorithm is used to evolve cellular automata (CA) to perform a particular comp…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.