Scientific Discovery: Computational Explorations of the Creative Processes

Name: Scientific Discovery: Computational Explorations of the Creative Processes
Rating: 1 (1 reviews)

ISBN-10: 0262620529
ISBN-13: 9780262620529
Category: Psychology
Pages: 357
Language: English
Published: 1987
Publisher: MIT Press
Authors: Herbert A. Simon, Pat Langley, Gary L. Bradshaw

Description

Scientific discovery is often regarded as romantic and creative--and hence unanalyzable--whereas the everyday process of verifying discoveries is sober and more suited to analysis. Yet this fascinating exploration of how scientific work proceeds argues that however sudden the moment of discovery may seem, the discovery process can be described and modeled. Using the methods and concepts of contemporary information-processing psychology (or cognitive science) the authors develop a series of artificial-intelligence programs that can simulate the human thought processes used to discover scientific laws. The programs--BACON, DALTON, GLAUBER, and STAHL--are all largely data-driven, that is, when presented with series of chemical or physical measurements they search for uniformities and linking elements, generating and checking hypotheses and creating new concepts as they go along. Scientific Discovery examines the nature of scientific research and reviews the arguments for and against a normative theory of discovery; describes the evolution of the BACON programs, which discover quantitative empirical laws and invent new concepts; presents programs that discover laws in qualitative and quantitative data; and ties the results together, suggesting how a combined and extended program might find research problems, invent new instruments, and invent appropriate problem representations. Numerous prominent historical examples of discoveries from physics and chemistry are used as tests for the programs and anchor the discussion concretely in the history of science.

Get the book

Other editions

Scientific Discovery: Case Studies
- 1980-09-30
- 379 pages
- Paperback
- Taylor & Francis
Scientific Discovery: Logic and Tinkering
- 298 pages
- Ebook
- State University of New York Press

Similar books

Designing Preschool Interventions: A Practitioner's Guide
By David W. Barnett, Susan H. Bell, Karen T. Carey
... 165 Thomson , C. , 52 , 59 Thurman , S. K. , 230 Thyer , B. A. , 308 Timberlake , W. , 165 Webster - Stratton , 237 , 251 , 253 , 366 Author Index.
Assessing and Treating Low Incidence/High Severity Psychological Disorders of Childhood
By Stefan C. Dombrowski, Karen L. Gischlar, Martin Mrazik
Haberstick, B.C., Lessem, J. M., Hopfer, C. J., Smolen, A., Ehringer, M.A., Timberlake, D., et al. (2005). Monoamine oxidase A (MAOA) and antisocial ...
The War Between Mentalism and Behaviorism: On the Accessibility of Mental Processes
By William R. Uttal
Some, like the “behavior systems” approach of Timberlake(1994)assume thatbehavior can be explained by a system of interactingmodules thatareeither built ...
The Psychology of B F Skinner
By William O'Donohue, Kyle E. Ferguson
However, there is clear evidence that this constant ratio does not always produce reinforcement (Timberlake & Allison, 1974). Second and, as we shall see ...
Finishing Well: Aging And Reparation In The Intergenerational Family
By Terry D. Hargrave, William T. Anderson
... 30, 32 Thomae, H., 40 Thompson, L., 23-24 Timberlake, E. M., 16 Tobin, S. S., ... E, 33 Wolfe, S. M., 81 Wolinsky, M. A., 85 Zarit, J., 11, 30, 31, 32, ...
The Social Insects: Their Origin and Evolution
By William Morton Wheeler
La Crisi Mondiale e Saggi Critici di Marxiano e Socialismo. Bologna, N. Zanichelli. ... TIMBERLAKE (P. H.): 1912. Experimental Parasitism, a Study of the ...
Principles and Practice of Behavioral Assessment
By Stephen N. Haynes, William Hayes O'Brien
... 143 Tharp, R. G., 80 Thompson, R. H., 250 Timberlake, W., 308,309 Tingey, ... B. W., 70 Ries, B.J., 268 Robins, E.,298 Robinson, S. L., 91,244 Roper, ...
Dialogue Concerning the Two Chief Approaches to a Science of Life: Word Pictures and Correlations Versus Working Models
By William T. Powers, Philip J. Runkel
... R.L., McGrath, Joseph E. McKeachie McPhail, Clark Miller, J.G. Mitchell, ... Jerry 469 Taylor 39 Timberlake, William 464 Tolman 72, 140, 142 Tucker, ...
Discovering Psychology: The Science of Mind
By John T. Cacioppo, Laura Freberg
... 247 Fromme, H., 523 Frost, P., 106 Frost, R., 161 Fryer, R., 291 Fuhrer, D., 4 Fukuyama, H., 408 Fulbright, R. K., 486 Fulero, S., 440 Fuligni, A. J., ...
Psychology: From Inquiry to Understanding
By Scott Lilienfeld, Steven Jay Lynn, Laura Namy
... C. 638 Ernst, D. 704 Ernst, E. 278 Esch, T. 110 Eslinger, P.J. 448 Esposito-Smythers, ... E. 197 Frontera, W. R. 408 Frost, J. 332 Frost, R. 699 Frost, ...