
Network-based Distributed Planning Using Coevolutionary Algorithms
World Scientific Publishing Co Pte Ltd
Will be published approx. on 26. February 2004
Book
Hardback
192 pages
978-981-238-754-7 (ISBN)
Description
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.
More details
Series
Language
English
Place of publication
Singapore
Singapore
Target group
College/higher education
Professional and scholarly
Product notice
sewn/stitched
Cloth over boards
ISBN-13
978-981-238-754-7 (9789812387547)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Persons
Author
Rensselaer Polytechnic Inst, Usa
General Electric Global Research, Usa
Content
Background and Related Work; Problem Formulation and Analysis; Evolutionary Optimization; Distributed Coevolutionary Optimization; Coevolutionary Virtual Design Environment; Evaluation and Analysis