INNOVATION AND SELF-ORGANIZATION IN A MULTI-AGENT MODEL

Author:

ARAÚJO TANYA1,MENDES R. VILELA2

Affiliation:

1. ISEG, Universidade Técnica de Lisboa (TULisbon) and Research Unit on Complexity in Economics (UECE), Portugal

2. CMAF, Complexo Interdisciplinar UL and IPFN, Instituto Superior Técnico, Portugal

Abstract

A model is developed to study the effectiveness of innovation and its impact on structure creation on agent-based societies. The abstract model that is developed is easily adapted to any particular field. In an interacting environment, the agents receive something from the environment (the other agents) in exchange for their effort and pay the environment a certain amount of value for the fulfilling of their needs or for the very price of existence in that environment. This is coded by two bit strings and the dynamics of the exchange is based on the matching of these strings to those of the other agents. Innovation is related to the adaptation by the agents of their bit strings to improve some utility function.

Publisher

World Scientific Pub Co Pte Lt

Subject

Control and Systems Engineering

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1. Inter-Business Trading Structure Model with Agent-Based Simulation and Its Application to Real Data;SICE Journal of Control, Measurement, and System Integration;2019-01-01

2. Effects of Trade Environment in Decentralized Inter-Organizational Business Structures Through Agent Simulation;Journal of Advanced Computational Intelligence and Intelligent Informatics;2018-10-20

3. How fast to run in the Red Queen race?;Intelligent Systems in Accounting, Finance and Management;2018-01

4. Overlapping Versus Non-overlapping Generations;Understanding Complex Systems;2015-12-20

5. Meinungsbildung, Kommunikationsnetzwerke und Wahlverhalten in einer virtuellen Agentenpopulation;Die Dynamik sozialer und sprachlicher Netzwerke;2013

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