Knowledge based systems : advanced concepts, techniques, & applications
edited by Spyros G. Tzafestas
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 specialist 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.
「Nielsen BookData」より
[目次]
Part 1 General techniques and tools: recent advances in knowledge acquisition methodology, S.G. Tzafestas
machine learning - a survey, A. Cornuejols and M. Moulet
knowledge processing under uncertainty, V. Sridhar
modelling inference engine behaviour within knowledge management systems, S. Nilsen
high performance parallel genetic algorithms for simulation based optimization - theory and practice, B.P. Zeigler and J. Kim
KSM - an environment for structured knowledge architectures design, J. Cuena and M. Molina
belief revision under uncertainty in a multi-agent environment, A.F. Dragoni
an expert system based on the Dempster Shafer theory, S.G. Tzafestas and A. Kotaras
parallel production systems on the EM-4 multithreaded distribution-memory multiprocessor, A. Sohn and M. Sato
genetic programming and generalization, B. Wah
conflict detection and resolution for nonlinear planning, K. Chung. Part 2 Applications: knowledge architectures for real time decision support systems, J. Cuena
knowledge-based scheduling systems, J. Browne
combining experimental knowledge and model-based reasoning for diagnostic problem solving, L. Portinale et al
multiple simultaneous fault diagnosis for complex mechanical systems based on shallow knowledge, S. Tzafestas and P. Dalianis
petri net-based approach to synthesis of intelligent control systems for discrete event dynamic systems, S.G. Tzafestas and F. Capkovic
building a case-based reasoner for quality assessment from a Bayesian belief network of a manufacturing process, J.E. Vargas
application for axiomatic design in intelligent design for assembly environment, S. Billatos
knowledge-based systems for robotic welding, G. Bolmsjo
knowledge-based systems in manufacturing production management, M. Nicolich and A. Villa
some results in inductive learning - version space, explanation based and genetic-algorithm-based approaches, S.G. Tzafestas and Z. Ma
analysis for national language communication in interactive man-machine systems based on general automata, E. Koenig.
「Nielsen BookData」より
書名
Knowledge based systems : advanced concepts, techniques, & applications