Self-Organization in Multi-Agent Systems Based on Examples of Modeling Economic Relationships between Agents

Rafal Krolikowski; Michal Kopys; Wojciech Jędruch

doi:10.3389/frobt.2016.00041

Self-Organization in Multi-Agent Systems Based on Examples of Modeling Economic Relationships between Agents

Abstrakt

The goal of the research was to observe and analyze self-organization patterns in Multi-Agent Systems (MAS) by modeling basic economic relationships between agents forming a closed loop of relations necessary for their survival. The paper describes a worked-out MAS including an example of a production cycle and used economic rules. A special focus is put on behavior rules and decision systems of an individual agent such as: product advertising, price and purchase negotiations, dealing in the context of limited resources, and time constraints to make a decision. The MAS was implemented in a dedicated environment, and a number of simulations were carried out. The paper reports some of the recorded self-organization patterns, and their dynamics over time in terms of their spatial arrangement or mutual relations (e.g., bargain price, market shares, etc.), provides analysis and discussion, and shows the direction of further research.

Cytowania

4

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Web of Science
6

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Autorzy (3)

Rafal Krolikowski
Michal Kopys
Wojciech Jędruch (dawniej: Wojciech Jedruch) dr hab. inż.

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pobrano 52 razy

Wersja publikacji: Accepted albo Published Version
Licencja: otwiera się w nowej karcie

Słowa kluczowe

MULTI-AGENT SYSTEMS, AGENT-BASED MODELING, SELF-ORGANIZATION, COMPUTER SIMULATION, ARTIFICIAL ECONOMICS, DECISION SYSTEMS

Informacje szczegółowe

Kategoria:: Publikacja w czasopiśmie
Typ:: artykuły w czasopismach
Opublikowano w:: FRONTIERS IN ROBOTICS AND AI nr 3, strony 1 - 16,
ISSN: 2296-9144
Język:: angielski
Rok wydania:: 2016
Opis bibliograficzny:: Krolikowski R., Kopys M., Jedruch W.: Self-Organization in Multi-Agent Systems Based on Examples of Modeling Economic Relationships between Agents// FRONTIERS IN ROBOTICS AND AI -Vol. 3, (2016), s.1-16
DOI:: Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.3389/frobt.2016.00041
Weryfikacja:: Politechnika Gdańska