Field-based coordination for pervasive multiagent systems
By: Marco Mamei, Franco Zambonelli.
Contributors: Zambonelli, Franco, 1966-
Series: Springer series on agent technology -- 1619-7119
Publisher: Springer
Published: 2005
Place of publication: Berlin; New York
Language: eng
Number of pages: 241
ISBN-13: 9783540279693
Subjects: Intelligent agents (Computer software); Self-adaptive software; Distributed artificial intelligence; Ubiquitous computing; Evolutionary programming (Computer science)
Description: More and more, software systems involve autonomous and distributed software components that have to execute and interact in open and dynamic environments, such as in pervasive, autonomous, and mobile applications. The requirements with respect to dynamics, openness, scalability, and decentralization call for new approaches to software design and development, capable of supporting spontaneous configuration, tolerating partial failures, or arranging adaptive reorganization of the whole system. Inspired by the behaviour of complex natural systems, scientists and engineers have started to adjust their mechanisms and techniques for self-organization and adaption to changing environments. In line with these considerations, Mamei and Zambonelli propose an interaction model inspired by the way masses and particles in our universe move and self-organize according to contextual information represented by gravitational and electromagnetic fields. The key idea is to have the components’ actions driven by computational force fields, generated by the components themselves or by some infrastructures, and propagated across the environment. Together with its supporting middleware infrastructure – available with additional information under http://www.agentgroup.unimore.it – this model can serve as the basis for a general purpose and widely applicable approach for the design and development of adaptive distributed applications.
Notes: Includes bibliographical references and index.