Modelling and Simulation in the Social Sciences from the Philosophy of Science Point of View - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Modelling and Simulation in the Social Sciences from the Philosophy of Science Point of View write by R. Hegselmann. This book was released on 2013-03-09. Modelling and Simulation in the Social Sciences from the Philosophy of Science Point of View available in PDF, EPUB and Kindle. Model building in the social sciences can increasingly rely on well elaborated formal theories. At the same time inexpensive large computational capacities are now available. Both make computer-based model building and simulation possible in social science, whose central aim is in particular an understanding of social dynamics. Such social dynamics refer to public opinion formation, partner choice, strategy decisions in social dilemma situations and much more. In the context of such modelling approaches, novel problems in philosophy of science arise which must be analysed - the main aim of this book. Interest in social simulation has recently been growing rapidly world- wide, mainly as a result of the increasing availability of powerful personal computers. The field has also been greatly influenced by developments in cellular automata theory (from mathematics) and in distributed artificial intelligence which provided tools readily applicable to social simulation. This book presents a number of modelling and simulation approaches and their relations to problems in philosophy of science. It addresses sociologists and other social scientists interested in formal modelling, mathematical sociology, and computer simulation as well as computer scientists interested in social science applications, and philosophers of social science.
The Explanatory Power of Models
The Explanatory Power of Models - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Explanatory Power of Models write by Robert Franck. This book was released on 2013-11-11. The Explanatory Power of Models available in PDF, EPUB and Kindle. This book progressively works out a method of constructing models which can bridge the gap between empirical and theoretical research in the social sciences. It aims to improve the explanatory power of models. The issue is quite novel, and has benefited from a thorough examination of statistical and mathematical models, conceptual models, diagrams and maps, machines, computer simulations, and artificial neural networks.
Methodological Investigations in Agent-Based Modelling
Methodological Investigations in Agent-Based Modelling - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Methodological Investigations in Agent-Based Modelling write by Eric Silverman. This book was released on 2018-02-20. Methodological Investigations in Agent-Based Modelling available in PDF, EPUB and Kindle. 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.
Methodological Investigations in Agent-Based Modelling
Methodological Investigations in Agent-Based Modelling - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Methodological Investigations in Agent-Based Modelling write by Eric Silverman. This book was released on 2018. Methodological Investigations in Agent-Based Modelling available in PDF, EPUB and Kindle. 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.
The Science and Art of Simulation I
The Science and Art of Simulation I - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Science and Art of Simulation I write by Michael M. Resch. This book was released on 2017-04-07. The Science and Art of Simulation I available in PDF, EPUB and Kindle. The new book series “The Science and Art of Simulation” (SAS) addresses computer simulations as a scientific activity and engineering artistry (in the sense of a technē). The first volume is devoted to three topics: 1. The Art of Exploring Computer Simulations Philosophy began devoting attention to computer simulations at a relatively early stage. Since then, the unquestioned point of view has been that computer simulation is a new scientific method; the philosophy of simulation is therefore part of the philosophy of science. The first section of this volume discusses this implicit, unchallenged assumption by addressing, from different perspectives, the question of how to explore (and how not to explore) research on computer simulations. Scientists discuss what is still lacking or considered problematic, while philosophers draft new directions for research, and both examine the art of exploring computer simulations. 2. The Art of Understanding Computer Simulations The results of computer simulations are integrated into both political and social decisions. It is implicitly assumed that the more detailed, and consequently more realistic, a computer simulation is, the more useful it will be in decision-making. However, this idea is by no means justified. Different types of computer simulations have to be differentiated, which in turn requires the specific skill of understanding computer simulation results. The articles in this section examine the capabilities and limits of simulation results in political and social contexts, exploring the art of understanding computer simulation results. 3. The Art of Knowing through Computer Simulations? The advent of computer simulation in today’s scientific practices challenges the order of science. What kind of knowledge is gained through computer simulations is the key question in this section. Computer simulations are often compared to experiments or to arguments, and the transformation of our traditional scientific notions might be more challenging than expected – these Ideas are put forward in the third section to conceptualize the art of knowing through computer simulations.
