Emergence of Earthquakes by Multiagent Simulation

نویسندگان

  • Stéphane CALDERONI
  • Pierre MARCENAC
چکیده

This work deals with the design of an agent-oriented programming system meant to model and simulate complex systems. In this framework, we look to the problem of how multiple local basic interactions can lead to sophisticated global phenomena. The main issue tackled here is the self-organization ability of a multiagent system. The article emphasizes the necessity of a multi-level description in order to manage the emergence mechanism. To validate selforganization processes, an application of simulation in Geophysics, showing the emergence of earthquakes, is also presented.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Self-Organisation in Agent-Based Simulation

In this paper, we investigate mechanisms via which a group of autonomous agents can produce emergent phenomena in artificial systems. In this framework, emergence deals with the appearance of new properties within a system of interacting agents. More particularly, emergence is here studied from a self-organisation point of view, that is a dynamic appearance of “remarkable” structures of agents....

متن کامل

Modeling MultiAgent Systems as Self-Organized Critical Systems

The general framework of our project is to provide a computational model of physical complex processes for simulation needs. In Geophysics, the study of this kind of system has led to the concept of “Self-Organized Criticality”, to explain the “repeatability” of emergent phenomena in nature. To model Self-organized criticality within computers, the original part of the work is to propose a mult...

متن کامل

See Emergence as a Metaknowledge - A Way to Reify Emergent Phenomena in Multiagent Simulations?

Emergence is a fascinating concept for most scientists, and multiagent simulations are known to allow and facilitate its representation. Research in this area yield to several definitions and classifications of emergent phenomena, but only a few of them offers a solution for a concrete reification of emergence in simulation. This paper deals with this important notion of emergence reification t...

متن کامل

An Analysis of the Repeated Financial Earthquakes

Since the seismic behavior of the earth’s energy (which follows from the power law distribution) can be similarly seen in the energy realized by the stock markets, in this paper we consider a statistical study for comparing the financial crises and the earthquakes. For this end, the TP statistic, proposed by Pisarenko and et al. (2004), is employed for estimating the critical point or the lower...

متن کامل

A Multiagent Model of a Foreign Exchange Market

In this study a multiagent model of a foreign exchange market based on Genetic Algorithms (GAs) is proposed by regarding the market as a multiagent system. An interview with a dealer was carried out and it was found that features of the agents' interaction in learning are similar to those of the GA operations. By using the simulation results of our model, three emergent properties of the market...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1997