The process of discovery
Foundations of Science 1 (2) (1995)
| Abstract | This paper argues that all discoveries, if they can be viewed as autonomous learning from the environment, share a common process. This is the process of model abstraction involving four steps: act, predict, surprise, and refine, all built on top of the discoverer's innate actions, percepts, and mental constructors. The evidence for this process is based on observations on various discoveries, ranging from children playing to animal discoveries of tools, from human problem solving to scientific discovery. Details of this process can be studied with computer simulations of discovery in simulated environments. | |||||||||
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Pio GarcĂa (2009). Discovery by Serendipity: A New Context for an Old Riddle. Foundations of Chemistry 11 (1).
Herbert Simon (1995). Machine Discovery. Foundations of Science 1 (2).
Toby J. Sommer (2001). Suppression of Scientific Research: Bahramdipity and Nulltiple Scientific Discoveries. Science and Engineering Ethics 7 (1):77-104.
Jan M. Zytkow (1995). Creating a Discoverer: Autonomous Knowledge Seeking Agent. Foundations of Science 1 (2).
Mario Alai (2004). A.I., Scientific Discovery and Realism. Minds and Machines 14 (1):21-42.
Francesco Amigoni, Viola Schiaffonati & Marco Somalvico (2000). A Multilevel Architecture of Creative Dynamic Agency. Foundations of Science 5 (2):157-184.
Steven C. Michael (2002). Time To Discovery. The Ruffin Series of the Society for Business Ethics 2002:157-161.
Andrew Lugg (1985). The Process of Discovery. Philosophy of Science 52 (2):207-220.
Robert T. Pennock (2000). Can Darwinian Mechanisms Make Novel Discoveries?: Learning From Discoveries Made by Evolving Neural Networks. Foundations of Science 5 (2):225-238.
Jan M. Zytkow & Herbert A. Simon (1988). Normative Systems of Discovery and Logic of Search. Synthese 74 (1):65 - 90.
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