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_a10.1007/978-3-319-30526-4 _2doi |
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_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. |
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300 |
_aXXXIX, 1179 p. 263 illus. in color. _bonline resource. |
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_aonline resource _bcr _2rdacarrier |
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_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. | ||
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_aComputational intelligence. _97716 |
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_aScience—Philosophy. _937145 |
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_aMathematical logic. _92258 |
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_aPhysics—Philosophy. _934332 |
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_aCognitive psychology. _949343 |
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_aArtificial intelligence. _93407 |
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_aPhilosophy of Science. _937148 |
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_aMathematical Logic and Foundations. _934712 |
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_aPhilosophical Foundations of Physics and Astronomy. _934333 |
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_aCognitive Psychology. _949344 |
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_aArtificial Intelligence. _93407 |
700 | 1 |
_aMagnani, Lorenzo. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _949345 |
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_aBertolotti, Tommaso. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _949346 |
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_iPrinted edition: _z9783319808307 |
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