Unified Computational Intelligence for Complex Systems

• Main Authors: Seiffertt, John. (Author), Wunsch, Donald C. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Series: Evolutionary Learning and Optimization, 6
• Subjects: Engineering.; Artificial intelligence.; Physics.; Economics, Mathematical.; Computational Intelligence.; Complexity.; Artificial Intelligence (incl. Robotics).; Game Theory/Mathematical Methods.; Statistical Physics, Dynamical Systems and Complexity.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-03180-9

Computational intelligence encompasses a wide variety of techniques that allow computation to learn, to adapt, and to seek. That is, they may be designed to learn information without explicit programming regarding the nature of the content to be retained, they may be imbued with the functionality to...

Table of Contents:

• Introduction
• The Unified Art Architecture
• An Application of Unified Computational Intelligence
• The Time Scales Calculus
• Approximate Dynamic Programming on Time Scales
• Backpropagation on Time Scales
• Unified Computational Intelligence in Social Science.