Network-Based Distributed Planning Using Coevolutionary Algorithms

Network-Based Distributed Planning Using Coevolutionary Algorithms

4.11 - 1251 ratings - Source



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. Contents: Background and Related WorkProblem Formulation and AnalysisTheory and Analysis of Evolutionary OptimizationTheory and Analysis of Distributed Coevolutionary OptimizationPerformance Evaluation Based on Ideal ObjectivesCoevolutionary Virtual Design EnvironmentEvaluation and Analysis Readership: Researchers and engineers in artificial intelligence, evolutionary computation and decision sciences. Keywords:Distributed Evolutionary Computation;Coevolutionary Algorithms;Distributed Optimization;Distributed Planning;Intelligent Agents;Intelligent Automation;Decision Support SystemsA board fabrication line takes as input the characteristics of a design and an associated printed circuit board. The Overhead Cost and Overhead Lead Time objective function components are outputs of the printed circuit board fabrication lineanbsp;...


Title:Network-Based Distributed Planning Using Coevolutionary Algorithms
Author: Raj Subbu, Arthur C Sanderson
Publisher:World Scientific - 2004-02-26
ISBN-13:

You must register with us as either a Registered User before you can Download this Book. You'll be greeted by a simple sign-up page.

Once you have finished the sign-up process, you will be redirected to your download Book page.

How it works:
  • 1. Register a free 1 month Trial Account.
  • 2. Download as many books as you like (Personal use)
  • 3. Cancel the membership at any time if not satisfied.


Click button below to register and download Ebook
Privacy Policy | Contact | DMCA