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πŸ“

Tools and Techniques for Social Science Simulation

✍ Scribed by Nigel Gilbert (auth.), Dr. Ramzi Suleiman, Prof. Dr. Klaus G. Troitzsch, Prof. Nigel Gilbert (eds.)


Publisher
Physica-Verlag Heidelberg
Year
2000
Tongue
English
Leaves
387
Edition
1
Category
Library

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✦ Synopsis


The use of computer simulations to study social phenomena has grown rapidly during the last few years. Many social scientists from the fields of economics, sociology, psychology and other disciplines now use computer simulations to study a wide range of social phenomena. The availability of powerful personal computers, the development of multidisciplinary approaches and the use of artificial intelligence models have all contributed to this development. The benefits of using computer simulations in the social sciences are obvious. This holds true for the use of simulations as tools for theory building and for its implementation as a tool for sensitivity analysis and parameter optimization in application-oriented models. In both, simulation provides powerful tools for the study of complex social systems, especially for dynamic and multi-agent social systems in which mathematical tractability is often impossible. The graphical display of simulation output renders it user friendly to many social scientists that lack sufficient familiarity with the language of mathematics. The present volume aims to contribute in four directions: (1) To examine theoretical and methodological issues related to the application of simulations in the social sciences. By this we wish to promote the objective of designing a unified, user-friendly, simulation toolkit which could be applied to diverse social problems. While no claim is made that this objective has been met, the theoretical issues treated in Part 1 of this volume are a contribution towards this objective.

✦ Table of Contents


Front Matter....Pages i-viii
Front Matter....Pages 1-1
Models, Processes and Algorithms: Towards A Simulation Toolkit....Pages 3-16
Questions in the Methodology of Artificial Societies....Pages 17-25
Computer-Assisted Interfacing: On the Use of Computer Simulation for Theory Construction....Pages 26-47
Interactive Neural Networks as Tools for Modeling Social Systems....Pages 48-61
Front Matter....Pages 63-63
SMASS: A Sequential Multi-Agent System for Social Simulation....Pages 65-82
PECS: A Reference Model for the Simulation of Multi-Agent Systems....Pages 83-114
Bedrock: Building Multi-Agent Simulation Applications....Pages 115-130
Diversity in Strategies of Partnership Formation....Pages 131-148
Front Matter....Pages 149-149
Cellular Automata as a Modelling Tool: Solidarity and Opinion Formation....Pages 151-178
Evolution of Learning Rules in Space....Pages 179-195
Maintaining Diversity: Simulating the Role of Nonlinearity and Discreteness in Dynamic Social Impact....Pages 196-217
Representation Methods and the Emergence of Inter-Group Cooperation....Pages 218-239
Front Matter....Pages 241-241
Sensitivity Analysis in the Social Sciences: Problems and Prospects....Pages 243-273
Tests of Dynamic Social Models with Time Related Surveys: an Experimental Approach....Pages 274-301
What Is the Use of Gossip? A Sensitivity Analysis of the Spreading of Respectful Reputation....Pages 302-314
Front Matter....Pages 315-315
Modelling Greening Investors: Economic Development, Opinion Formation, and Technological Change in a Multilevel Simulation Model....Pages 317-343
Microsimulating Farm Business Performance....Pages 344-350
Ordering Parameters in the Rule Space of Social Systems....Pages 351-372
Back Matter....Pages 373-387

✦ Subjects


Sociology, general; Econometrics; Simulation and Modeling


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