Network-Based Distributed Planning Using Coevolutionary Algorithms (Hardcover) (ISBN-13: 9789812387547)

In this book, efficient and scalable coevolutionary algorithms for distributed, network-based decision-making, which utilize objective functions are developed in a networked environment where internode communications are a primary factor in system performance.A theoretical foundation for this class of coevolutionary algorithms is introduced using techniques from stochastic process theory and mathematical analysis.A case study in distributed, network-based decision-making presents an implementation and detailed evaluation of the coevolutionary decision-making framework that incorporates distributed evolutionary agents and mobile agents.The methodology discussed in this book can have a fundamental impact on the principles and practice of engineering in the distributed, network-based environment that is emerging within and among corporate enterprise systems. In addition, the conceptual framework of the approach to distributed decision systems described may have much wider implications for network-based systems and applications.

Author: Arthur C. Sanderson,Raj Subbu
ISBN-10: 9812387544
ISBN-13: 9789812387547
Publisher: World Scientific Publishing Company
Language: English
Published: 02/26/2004
Pages: 192
Format: Hardcover