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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...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2016.
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| Edición: | 1st ed. 2016. |
| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- 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. .