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Melanie Mitchell

Born

The United States

Website

https://melaniemitchell.me

Twitter

MelMitchell1

Genre

Nonfiction, Science

Influences

Douglas R. Hofstadter ...more

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Melanie Mitchell is a professor of computer science at Portland State University. She has worked at the Santa Fe Institute and Los Alamos National Laboratory. Her major work has been in the areas of analogical reasoning, complex systems, genetic algorithms and cellular automata, and her publications in those fields are frequently cited.

She received her PhD in 1990 from the University of Michigan under Douglas Hofstadter and John Holland, for which she developed the Copycat cognitive architecture. She is the author of "Analogy-Making as Perception", essentially a book about Copycat. She has also critiqued Stephen Wolfram's A New Kind of Science and showed that genetic algorithms could find better solutions to the majority problem for one-dim ...more

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Melanie Mitchell’s books

Average rating: 4.11 · 2,847 ratings · 282 reviews · 7 distinct works • Similar authors

	Complexity: A Guided Tour 4.08 avg rating — 2,492 ratings — published 2009 — 8 editions	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
	Artificial Intelligence: A Guide for Thinking Humans 4.42 avg rating — 655 ratings — published 2019 — 7 editions	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
	An Introduction to Genetic Algorithms 3.77 avg rating — 203 ratings — published 1996 — 5 editions	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
	Analogy-Making as Perception: A Computer Model 4.14 avg rating — 7 ratings — published 1993 — 2 editions	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
	Fluid Concepts and Creative Analogies by Douglas R. Hofstadter, Melanie Mitchell, Robert French 3.97 avg rating — 570 ratings — published 1991 — 10 editions	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
	Adaptive Individuals In Evolving Populations: Models And Algorithms by Richard K. Belew, Melanie Mitchell 3.50 avg rating — 2 ratings — published 1996 — 2 editions	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
	Perspectives on Adaptation in Natural and Artificial Systems by Lashon Booker (Editor), Stephanie Forrest (Editor), Melanie Mitchell (Editor) really liked it 4.00 avg rating — 2 ratings — published 2005 — 3 editions	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars