Changes of Problem Representation Theory and Experiments /

• Main Author: Fink, Eugene (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Heidelberg : Physica-Verlag HD : Imprint: Physica, 2002.
• Edition: 1st ed. 2002.
• Series: Studies in Fuzziness and Soft Computing, 110
• Subjects: Artificial intelligence.; Cognitive psychology.; Artificial Intelligence.; Cognitive Psychology.

The purpose of our research is to enhance the efficiency of AI problem solvers by automating representation changes. We have developed a system that improves the description of input problems and selects an appropriate search algorithm for each given problem. Motivation. Researchers have accumulated...

Table of Contents:

• I. Introduction
• 1. Motivation
• 2. Prodigy search
• II. Description changers
• 3. Primary effects
• 4. Abstraction
• 5. Summary and extensions
• III. Top-level control
• 6. Multiple representations
• 7. Statistical selection
• 8. Statistical extensions
• 9. Summary and extensions
• IV. Empirical results
• 10. Machining Domain
• 11. Sokoban Domain
• 12. Extended Strips Domain
• 13. Logistics Domain
• Concluding remarks
• References.