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020 _a9783319305264
_9978-3-319-30526-4
024 7 _a10.1007/978-3-319-30526-4
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aTEC009000
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082 0 4 _a006.3
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245 1 0 _aSpringer Handbook of Model-Based Science
_h[electronic resource] /
_cedited by Lorenzo Magnani, Tommaso Bertolotti.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXXXIX, 1179 p. 263 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringer Handbooks,
_x2522-8706
505 0 _aTheoretical Issues in Models -- Theoretical and Cognitive Issues in Abduction and Scientific Inference -- The Logic of Hypothetical Reasoning, Abduction, and Models -- Model-Based Reasoning in Science and History of Science -- Models in Mathematics -- Model-Based Reasoning in Cognitive Science -- Modeling and Computational Issues -- Models in Physics, Chemistry, and Life Sciences -- Models in Engineering, Architecture, and Economical and Human Sciences. .
520 _aThe handbook offers the first comprehensive reference guide to the interdisciplinary field of model-based reasoning. It highlights the role of models as mediators between theory and experimentation, and as educational devices, as well as their relevance in testing hypotheses and explanatory functions. The Springer Handbook merges philosophical, cognitive and epistemological perspectives on models with the more practical needs related to the application of this tool across various disciplines and practices. The result is a unique, reliable source of information that guides readers toward an understanding of different aspects of model-based science, such as the theoretical and cognitive nature of models, as well as their practical and logical aspects. The inferential role of models in hypothetical reasoning, abduction and creativity once they are constructed, adopted, and manipulated for different scientific and technological purposes is also discussed. Written by a group of internationally renowned experts in philosophy, the history of science, general epistemology, mathematics, cognitive and computer science, physics and life sciences, as well as engineering, architecture, and economics, this Handbook uses numerous diagrams, schemes and other visual representations to promote a better understanding of the concepts. This also makes it highly accessible to an audience of scholars and students with different scientific backgrounds. All in all, the Springer Handbook of Model-Based Science represents the definitive application-oriented reference guide to the interdisciplinary field of model-based reasoning.
650 0 _aComputational intelligence.
_97716
650 0 _aScience—Philosophy.
_937145
650 0 _aMathematical logic.
_92258
650 0 _aPhysics—Philosophy.
_934332
650 0 _aCognitive psychology.
_949343
650 0 _aArtificial intelligence.
_93407
650 1 4 _aComputational Intelligence.
_97716
650 2 4 _aPhilosophy of Science.
_937148
650 2 4 _aMathematical Logic and Foundations.
_934712
650 2 4 _aPhilosophical Foundations of Physics and Astronomy.
_934333
650 2 4 _aCognitive Psychology.
_949344
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aMagnani, Lorenzo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_949345
700 1 _aBertolotti, Tommaso.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_949346
710 2 _aSpringerLink (Online service)
_949347
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319305257
776 0 8 _iPrinted edition:
_z9783319808307
830 0 _aSpringer Handbooks,
_x2522-8706
_949348
856 4 0 _uhttps://doi.org/10.1007/978-3-319-30526-4
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c78393
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