Methodological investigations in agent-based modelling : with applications for the social sciences /
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| Author / Creator: | Silverman, Eric, author. |
|---|---|
| Imprint: | Cham, Switzerland : Springer, [2018] |
| Description: | 1 online resource (xxiii, 235 pages) : illustrations. |
| Language: | English |
| Series: | Methodos Series, Methodological Prospects in the Social Sciences ; 13 Methodos Series, Methodological Prospects in the Social Sciences ; 13. |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/12333066 |
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| 100 | 1 | |a Silverman, Eric, |e author. | |
| 245 | 1 | 0 | |a Methodological investigations in agent-based modelling : |b with applications for the social sciences / |c by Eric Silverman. |
| 264 | 1 | |a Cham, Switzerland : |b Springer, |c [2018] | |
| 300 | |a 1 online resource (xxiii, 235 pages) : |b illustrations. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
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| 490 | 1 | |a Methodos Series, Methodological Prospects in the Social Sciences ; |v 13 | |
| 505 | 0 | |a Part I Agent-Based Models: 1 Introduction -- 2 Simulation and Artificial Life -- 3 Making the Artificial Real -- 4 Modelling in Population Biology -- Part II Modelling Social Systems: 5 Modelling for the Social Sciences -- 6 Analysis: Frameworks and Theories -- 7 Schelling: A Success for Simplicity -- 8 Conclusions Part III Case Study: Simulation in Demography -- 9 Modelling in Demography: From Statistics to Simulations -- 10 Model-Based Demography in Practice: I -- 11 Model-Based Demography in Practice: II -- 12 Conclusions. | |
| 520 | |a This open access book examines the methodological complications of using complexity science concepts within the social science domain. The opening chapters take the reader on a tour through the development of simulation methodologies in the fields of artificial life and population biology, then demonstrates the growing popularity and relevance of these methods in the social sciences. Following an in-depth analysis of the potential impact of these methods on social science and social theory, the text provides substantive examples of the application of agent-based models in the field of demography. This work offers a unique combination of applied simulation work and substantive, in-depth philosophical analysis, and as such has potential appeal for specialist social scientists, complex systems scientists, and philosophers of science interested in the methodology of simulation and the practice of interdisciplinary computing research. | ||
| 546 | |a English. | ||
| 650 | 0 | |a Social sciences |x Mathematical models. | |
| 650 | 0 | |a Intelligent agents (Computer software) |0 http://id.loc.gov/authorities/subjects/sh97000493 | |
| 650 | 6 | |a Sciences sociales |x Modèles mathématiques. | |
| 650 | 6 | |a Agents intelligents (Logiciels) | |
| 650 | 7 | |a Economics, finance, business & management. |2 bicssc | |
| 650 | 7 | |a Computer simulation |2 fast | |
| 650 | 7 | |a Demography |2 fast | |
| 650 | 7 | |a Philosophy and science |2 fast | |
| 650 | 7 | |a Philosophy and social sciences |2 fast | |
| 650 | 7 | |a Social sciences |2 fast | |
| 653 | |a ABM | ||
| 653 | |a Agent-Based Modelling | ||
| 653 | |a AI | ||
| 653 | |a Artificial Intelligence | ||
| 653 | |a Computational social science | ||
| 653 | |a Population sciences | ||
| 653 | |a Social simulation | ||
| 776 | 0 | 8 | |i Printed edition: |z 9783319724065 |
| 830 | 0 | |a Methodos Series, Methodological Prospects in the Social Sciences ; |v 13. | |
| 856 | 4 | 0 | |u https://link.springer.com/book/10.1007/978-3-319-72408-9 |y Springer Nature |
| 856 | 4 | 0 | |u https://directory.doabooks.org/handle/20.500.12854/28050 |y Open Access Publishing in European Networks |
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| 928 | |t Library of Congress classification |a QA76.76.I58S55 2018 |l Online |c UC-FullText |u https://link.springer.com/book/10.1007/978-3-319-72408-9 |z Springer Nature |u https://directory.doabooks.org/handle/20.500.12854/28050 |z Open Access Publishing in European Networks |g ebooks |i 12648028 | ||