Title :
Rational cognitive muli-agent system with fuzzy logic for a three wheeled mobile robot
Author :
Alanis, Arnulfo ; Castillo, Oscar ; García-Valdez, Mario
Author_Institution :
Div. de Estudios de Posgrado e Investig., Inst. Tecnol. de Tijuana, Tijuana, Mexico
Abstract :
Agent-based Modeling and Simulation (ABMS) is a new modeling paradigm and is one of the most exciting practical developments in modeling since the invention of relational database. ABMS promises to have far-reaching effects on the way that businesses use computers to support decision-making and researchers use electronic laboratories to support their research. The goals of this paper are to show how ABMS is: - Useful: Why ABMS is a good and even better modeling approach in many cases: a) Usable: How we are progressively advancing to usable ABMS systems, with better software development environments and more application experiences, and, b) Used: How ABMS is being used to solve practical problems. We proposed three types of agents to treat the system in a hierarchical way. In this paper the operation of the Agent Node is designed, and implemented.
Keywords :
fuzzy logic; mobile robots; multi-agent systems; software engineering; agent node operation; agent-based modeling; agent-based simulation; fuzzy logic; rational cognitive multi-agent system; software development environments; wheeled mobile robot; Adaptation model; Biological system modeling; Computational modeling; Fuzzy logic; Mathematical model; Object oriented modeling; Sensors; Fuzzy Logic; Intelligent Agents; Robotic;
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6919-2
DOI :
10.1109/FUZZY.2010.5583962