Fuzzy Engineering Expert Systems with Neural Network Applications

Illustrative, up-to-date coverage of integrated AI models

Fuzzy Engineering Expert Systems with Neural Network Applications presents three popular areas of artificial intelligence in an integrated and practical format. The decision-making paths of expert systems, fuzzy systems, and neural networks have been successfully applied independently to problems in business, industry, and research. In a combined form–as they are presented here–the collective models act as a powerful tool to solve difficult and ill-structured decision problems.

Generously supplemented with case studies and examples taken from real-world research, this book also features:

• Detailed studies of each individual model
• A rigorous integration of fuzzy systems with neural networks and evolutionary computing using the latest analytical techniques
• Examinations of related theories and concepts
• Applications for general business and engineering
• Simulation models

Fuzzy Engineering Expert Systems with Neural Network Applications is an invaluable book for engineers, scientists, and business managers involved in technology-based industries and manufacturing facilities, as well as students in these disciplines.

• Artificial Intelligence.
• Fundamentals of Expert Systems.
• Problem Analysis.
• Knowledge Engineering.
• Probabilistic and Fuzzy Reasoning.
• Fuzzy Systems.
• Neural Networks.
• Neural-Fuzzy Networks.
• Evolutionary Computing.
• Intelligent Strategy Generation in Complex Manufacturing Environments.