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Introduction to artificial intelligence
In the chapters in Part I of this textbook the author introduces the fundamental ideas of artificial intelligence and computational intelligence. In Part II he explains key AI methods such as search, evolutionary computing, logic-based reasoning, knowledge representation, rule-based systems, pattern...
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Format: | eBook |
Language: | English Polish |
Published: |
Switzerland :
Springer,
[2016]
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Physical Description: |
1 online resource (x, 321 pages) |
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Online Access: | SpringerLink - Click here for access |
Contents:
- History of Artificial Intelligence
- Symbolic Artificial Intelligence
- Computational Intelligence
- Search Methods
- Evolutionary Computing
- Logic-Based Reasoning
- Structural Models of Knowledge Representation
- Syntactic Pattern Analysis
- Rule-Based Systems
- Pattern Recognition and Cluster Analysis
- Neural Networks
- Reasoning with Imperfect Knowledge
- Defining Vague Notions in Knowledge-Based Systems
- Cognitive Architectures
- Theories of Intelligence in Philosophy and Psychology
- Application Areas of AI Systems
- Prospects of Artificial Intelligence.