Screen LibraryKnowledge based systems : advanced concepts, techniques & applications /
The field of knowledge-based systems (KBS) has expanded enormously during the last years, and many important techniques and tools are currently available. Applications of KBS range from medicine to engineering and aerospace.This book provides a selected set of state-of-the-art contributions that pre...
Saved in:
| Corporate Authors: | |
|---|---|
| Group Author: | |
| Published: |
World Scientific Pub. Co.,
|
| Publisher Address: | Singapore : |
| Publication Dates: | 1997. |
| Literature type: | eBook |
| Language: | English |
| Subjects: | |
| Online Access: |
http://www.worldscientific.com/worldscibooks/10.1142/3257#t=toc |
| Summary: |
The field of knowledge-based systems (KBS) has expanded enormously during the last years, and many important techniques and tools are currently available. Applications of KBS range from medicine to engineering and aerospace.This book provides a selected set of state-of-the-art contributions that present advanced techniques, tools and applications. These contributions have been prepared by a group of eminent researchers and professionals in the field. The theoretical topics covered include: knowledge acquisition, machine learning, genetic algorithms, knowledge management and processing under uncertainty, conflict detection and resolution, structured knowledge architectures, and natural language-based man-machine communication. The Applications include: Real-time decision support, system fault diagnosis, quality assessment, manufacturing production, robotic assembly, and robotic welding. The reader can save considerable time in searching the scattered literature in the field, and can find here a powerful set of how-to-do issues and results. |
| Carrier Form: | 1 online resource (xxx,618pages) : illustrations |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9789812819918 |
| Index Number: | QA76 |
| CLC: | TP319 |
| Contents: | pt. I. General techniques and tools. ch. 1. Recent advances in knowledge acquisition methodology / S. G. Tzafestas and E. S. Tzafestas -- ch. 2. Machine learning : A survey / A. Cornuejols and M. Moulet -- ch. 3. Some results in inductive learning : Version space, explanation - Based and genetic algorithm approaches / S. G. Tzafestas, Z. Ma and E. S. Tzafestas -- ch. 4. Synergy between knowledge management and KBS V&V / S. Nilsen and T. Sivertsen -- ch. 5. Knowledge processing under uncertainty / V. Sridhar and M. Narasimha Murty -- ch. 6. Belief revision under uncertainty in a multi agent environment / A. F. Dragoni -- ch. 7. KSM : An environment for design of structured models / J. Cuena and M. Molina -- ch. 8. Parallel speculative computation of production systems / A. Sohn and M. Sato -- ch. 9. Conflict detection and resolution for nonlinear planning / K. Chung -- ch. 10. Natural language communication in interactive man-machine systems : Knowledge structures and the generation of sentences / E. C. Koenig -- ch. 11. Genetics-based learning and statistical generalization / B. W. Wah, A. Ieumwananonthachai and T. Yu -- pt. II. Applications. ch. 12. High performance parallel genetic algorithms simulation based optimization: Theory and practice / B. P. Zeigler, J. Kim and Y. Moon -- ch. 13. Combining experiential knowledge and model-based reasoning for diagnostic problem solving / P. Torasso and L. Portinale -- ch. 14. Multiple simultaneous fault diagnosis of complex mechanical systems based on shallow knowledge / S. G. Tzafestas and P. J. Dalianis -- ch. 15. Building a case-based reasoner for quality assessment from Bayesian belief networks modeling manufacturing processes / J. E. Vargas -- ch. 16. Application of axiomatic design in intelligent design for assembly environment / S. B. Billatos -- ch. 17. Knowledge based systems in robotized arc welding / G. Bolmsjo -- ch. 18. An exercise of knowledge oriented design: Architecture for real time decision support systems / J. Cuena and J. Hernandez -- ch. 19. Knowledge based distributed production management in integrated manufacturing systems / A. Villa and M. Nicolich -- ch. 20. A knowledge-based tool for reactive scheduling / D. Costello, P. Jordan and J. Browne -- ch. 21. Architectural and functional issues of a decision support expert system for concurrent design / S. G. Tzafestas, T. D. Vavatsikos and P. G. Levendis -- ch. 22. Coordination and integration models for distributed and heterogeneous CIM information / C.-O. Kim and S. Y. Nof. |