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Melanie Mitchell is an American scientist. She is the Davis Professor of Complexity at the Santa Fe Institute . 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.
ISBN. 9780241404829 (hardcover 1st edition) Artificial Intelligence: A Guide for Thinking Humans is a 2019 nonfiction book by Santa Fe Institute professor Melanie Mitchell. [1] The book provides an overview of artificial intelligence (AI) technology, and argues that people tend to overestimate the abilities of artificial intelligence. [2][3]
Copycat is a model of analogy making and human cognition based on the concept of the parallel terraced scan, developed in 1988 by Douglas Hofstadter, Melanie Mitchell, and others at the Center for Research on Concepts and Cognition, Indiana University Bloomington. [1] The original Copycat was written in Common Lisp and is bitrotten (as it ...
Exploring Complexity in Science and Technology Archived 2011-03-05 at the Wayback Machine – Introductory complex system course by Melanie Mitchell; Santa Fe Institute focusing on the study of complexity science: Lecture Videos; UC Four Campus Complexity Videoconferences – Human Sciences and Complexity
Edge of chaos. "The truly creative changes and the big shifts occur right at the edge of chaos." [1] The edge of chaos is a transition space between order and disorder that is hypothesized to exist within a wide variety of systems. This transition zone is a region of bounded instability that engenders a constant dynamic interplay between order ...
The Santa Fe Institute was founded in 1984 by scientists George Cowan, David Pines, Stirling Colgate, Murray Gell-Mann, Nick Metropolis, Herb Anderson, Peter A. Carruthers, and Richard Slansky. All but Pines and Gell-Mann were scientists with Los Alamos National Laboratory. Originally called the "Rio Grande Institute", the scientists sought a ...
A CAS is a complex, self-similar collectivity of interacting, adaptive agents. Complex Adaptive Systems are characterized by a high degree of adaptive capacity, giving them resilience in the face of perturbation. Other important properties are adaptation (or homeostasis), communication, cooperation, specialization, spatial and temporal ...
There he met and collaborated with Melanie Mitchell, who then became his doctoral student. Subsequently, Hofstadter moved to the University of Michigan, where the FARG (Fluid Analogies Research Group) was founded. Eventually he returned to Indiana University in 1988, continuing the FARG research there.