2013

Abstraction in Artificial Intelligence and Complex Systems

Authors:

ISBN: 978-1-4614-7051-9 (Print) 978-1-4614-7052-6 (Online)

Table of contents (13 chapters)

  1. Front Matter

    Pages i-xvi

  2. No Access

    Book Chapter

    Pages 1-9

    Introduction

  3. No Access

    Book Chapter

    Pages 11-47

    Abstraction in Different Disciplines

  4. No Access

    Book Chapter

    Pages 49-63

    Abstraction in Artificial Intelligence

  5. No Access

    Book Chapter

    Pages 65-116

    Definitions of Abstraction

  6. No Access

    Book Chapter

    Pages 117-139

    Boundaries of Abstraction

  7. No Access

    Book Chapter

    Pages 141-177

    The \(\mathcal{KRA }\) Model

  8. No Access

    Book Chapter

    Pages 179-222

    Abstraction Operators and Design Patterns

  9. No Access

    Book Chapter

    Pages 223-271

    Properties of the \(\mathcal{KRA }\) Model

  10. No Access

    Book Chapter

    Pages 273-327

    Abstraction in Machine Learning

  11. No Access

    Book Chapter

    Pages 329-362

    Simplicity, Complex Systems, and Abstraction

  12. No Access

    Book Chapter

    Pages 363-387

    Case Studies and Applications

  13. No Access

    Book Chapter

    Pages 389-405

    Discussion

  14. No Access

    Book Chapter

    Pages 407-411

    Conclusion

  15. Back Matter

    Pages 413-484