Design of Intelligent Agents Based System for Commodity Market Simulation with JADE

12/27/2012
by   R. Refianti, et al.
0

A market of potato commodity for industry scale usage is engaging several types of actors. They are farmers, middlemen, and industries. A multi-agent system has been built to simulate these actors into agent entities, based on manually given parameters within a simulation scenario file. Each type of agents has its own fuzzy logic representing actual actors' knowledge, to be used to interpreting values and take appropriated decision of it while on simulation. The system will simulate market activities with programmed behaviors then produce the results as spreadsheet and chart graph files. These results consist of each agent's yearly finance and commodity data. The system will also predict each of next value from these outputs.

READ FULL TEXT
research
10/18/2011

A Dynamic Framework of Reputation Systems for an Agent Mediated e-market

The success of an agent mediated e-market system lies in the underlying ...
research
04/23/2019

Fuzzy Q-Learning Based Multi-Agent System for Intelligent Traffic Control by a Game Theory Approach

This paper introduces a multi-agent approach to adjust traffic lights ba...
research
06/28/2019

How to Evaluate Trading Strategies: Single Agent Market Replay or Multiple Agent Interactive Simulation?

We show how a multi-agent simulator can support two important but distin...
research
05/14/2019

A Reputation System for Multi-Agent Marketplaces

We present an exploration of a reputation system based on explicit ratin...
research
08/18/2020

Fast Agent-Based Simulation Framework of Limit Order Books with Applications to Pro-Rata Markets and the Study of Latency Effects

We introduce a new software toolbox, called Multi-Agent eXchange Environ...
research
07/15/2022

Stochastic Market Games

Some of the most relevant future applications of multi-agent systems lik...
research
09/14/2018

Distributed and Efficient Resource Balancing Among Many Suppliers and Consumers

Achieving a balance of supply and demand in a multi-agent system with ma...

Please sign up or login with your details

Forgot password? Click here to reset