Agent-Based Hybrid Intelligent Systems An Agent-Based Framework for Complex Problem Solving /

• Main Authors: Zhang, Zili (Author), Zhang, Chengqi (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2004.
• Series: Lecture Notes in Computer Science, 2938
• Subjects: Computer science.; Software engineering.; Computers.; Database management.; Artificial intelligence.; Application software.; Computer Science.; Artificial Intelligence (incl. Robotics).; Software Engineering.; Computation by Abstract Devices.; Database Management.; Computer Appl. in Administrative Data Processing.

Solving complex problems in real-world contexts, such as financial investment planning or mining large data collections, involves many different sub-tasks, each of which requires different techniques. To deal with such problems, a great diversity of intelligent techniques are available, including tr...

Table of Contents:

• Fundamentals of Hybrid Intelligent Systems and Agents
• 1 Introduction
• 2 Basics of Hybrid Intelligent Systems
• 3 Basics of Agents and Multi-agent Systems
• Methodology and Framework
• 4 Agent-Oriented Methodologies
• 5 Agent-Based Framework for Hybrid Intelligent Systems
• 6 Matchmaking in Middle Agents
• Application Systems
• 7 Agent-Based Hybrid Intelligent System for Financial Investment Planning
• 8 Agent-Based Hybrid Intelligent System for Data Mining
• Concluding Remarks
• 9 The Less the More
• Appendix: Sample Source Codes of the Agent-Based Financial Planning System
• References.