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Computer Simulation and Computer Algebra. Starting from simple
examples in classical mechanics, these introductory lectures
proceed to simulations in statistical physics (using FORTRAN) and
then explain in detail the use of computer algebra (by means of
Reduce). This third edition takes into account the most recent
version of Reduce (3.4.1) and updates the description of
large-scale simulations to subjects such as the 170000 X 170000
Ising model. Furthermore, an introduction to both vector and
parallel computing is given.
The proceedings of the international conference "SMSEC2014", a
joint conference of the first "Social Modeling and Simulations" and
the 10th "Econophysics Colloquium", held in Kobe in November 2014
with 174 participants, are gathered herein. Cutting edge scientific
researches on various social phenomena are reviewed. New methods
for analysis of big data such as financial markets, automobile
traffics, epidemic spreading, world-trades and social media
communications are provided to clarify complex interaction and
distributions underlying in these social phenomena. Robustness and
fragility of social systems are discussed based on agent models and
complex network models. Techniques about high performance computers
are introduced for simulation of complicated social phenomena.
Readers will feel the researchers minds that deep and quantitative
understanding will make it possible to realize comprehensive
simulations of our whole society in the near future, which will
contribute to wide fields of industry also to scientific policy
decision.
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