Artificial Intelligence : New Research

by Bernstein, Randal B.; Curtis, Wesley N.

• ISBN13: 9781604562828
• ISBN10: 160456282X
• Format: Hardcover
• Copyright: 2009-04-15
• Publisher: Nova Science Pub Inc

Summary

The modern definition of artificial intelligence (or AI) is "the study and design of intelligent agents" where an intelligent agent is a system that perceives its environment and takes actions which maximise its chances of success. AI research uses tools and insights from many fields, including computer science, psychology, philosophy, neuroscience, cognitive science, linguistics, operations research, economics, control theory, probability, optimisation and logic. AI research also overlaps such fields as robotics, control systems, scheduling, data mining, logistics, speech recognition, facial recognition and many others. This book presents recent and important research in the field.

Table of Contents

Preface	p. vii
Expert Commentary	p. 1
Some Stochastic Facets of Artificial Intelligence Systems	p. 3
Research and Review Studies	p. 9
Application of Artificial Neural Networks in Civil Engineering	p. 11
Identification and Control of Marine Vehicles Using Artificial Intelligence Techniques a Novel Approach	p. 163
Multi-Agent System and Its Application in Distributed Decision Support System	p. 207
Screening of Patients with Congestive Heart Failure: Artificial Intelligence Application	p. 243
Application of Neural Networks and Support Vector Machines in Coding Theory and Practice	p. 275
Analogy-Making in Situation Theory	p. 299
ANN Inverse Analysis in Stochastic Computational Mechanics	p. 323
Hybrid Meta-Heuristics Algorithms Involving Hopfield Neural Networks: Review and Novel Approaches	p. 351
Hard and Soft Computing Applied to Prediction of Brain-Death Patients Categories in Neurosurgical and Traumatic Intensive Care Units	p. 375
Learning Bayesian Networks for Reverse Engineering and Completion of Regulatory Gene Networks Based on Expression Data	p. 401
Evolutionary-Based Design of Deterministic Test Pattern	p. 415
Intelligent Fault Diagnosis of Robotic Systems with Neural Networks	p. 429
Index	p. 447
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