Principles of logic and logic programming 1st Edition by Metakides, Nerode ISBN 0444542019 9780444542014

Principles of logic and logic programming 1st Edition by Metakides, Nerode – Ebook PDF Instant Download/Delivery. 0444542019 ,9780444542014
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ISBN 10: 0444542019
ISBN 13: 9780444542014
Author: Metakides, Nerode

Principles of logic and logic programming 1st Edition Table of contents:

Part I: Foundations of Logic

2. Classical Logic: Propositional and Predicate Logic

   • Basic Principles of Classical Logic
   • Propositional Logic: Syntax and Semantics
   • Predicate Logic: Quantifiers and Variables
   • Case Study: Applications of Classical Logic in Computer Science

3. Proof Theory and Logical Inference

   • The Structure of Mathematical Proofs
   • Proof Methods: Direct, Indirect, and Contradiction
   • Soundness and Completeness of Logical Systems
   • Case Study: Formal Proof Systems in AI and Software Verification

4. Non-Classical Logics

   • Modal Logic and Temporal Logic
   • Intuitionistic Logic and Constructivism
   • Fuzzy Logic and Its Applications
   • Case Study: Non-Classical Logics in Knowledge Representation

Part II: Logic Programming Concepts

5. Introduction to Logic Programming

   • What is Logic Programming?
   • Syntax and Semantics of Logic Programming Languages
   • The Role of Resolution and Backtracking
   • Case Study: Logic Programming in Prolog

6. Theoretical Underpinnings of Logic Programming

   • The Herbrand Universe and Herbrand Models
   • The Operational Semantics of Logic Programs
   • Fixed Points and Model Theory in Logic Programming
   • Case Study: Theoretical Aspects in Program Optimization

7. Declarative vs. Procedural Programming

   • The Difference Between Declarative and Procedural Languages
   • Logic Programming as Declarative Programming
   • Procedural Extensions in Logic Programming Languages
   • Case Study: Solving Problems Declaratively vs. Imperatively

Part III: Advanced Topics in Logic Programming

8. Advanced Logic Programming Techniques

   • Negation as Failure and Its Challenges
   • Constraint Logic Programming
   • Meta-Programming in Logic Programming
   • Case Study: Applications of Constraints in Scheduling Problems

9. Logic Programming and Non-Monotonic Reasoning

   • The Nature of Non-Monotonicity in Logic
   • Default Reasoning and Auto-Entailment
   • Circumscription and Argumentation Frameworks
   • Case Study: Non-Monotonic Reasoning in Expert Systems

10. Logic Programming and Knowledge Representation

    • Representing Knowledge in Logic Programming Languages
    • Semantic Web and Ontologies in Logic Programming
    • Deductive Databases and Logic-Based Query Languages
    • Case Study: Knowledge Representation in AI Applications

Part IV: Applications of Logic Programming

11. Logic Programming in Artificial Intelligence

    • Problem Solving Using Logic Programming
    • Expert Systems and Rule-Based Systems
    • Automated Theorem Proving with Logic Programming
    • Case Study: Expert Systems in Medical Diagnosis

12. Logic Programming in Databases

    • Logic Programming and Relational Databases
    • Deductive Databases and Their Implementation
    • Querying Databases with Logic Programming Languages
    • Case Study: Using Prolog in Database Querying

13. Logic Programming in Software Engineering

    • Formal Methods in Software Development
    • Logic Programming for Software Verification
    • The Role of Logic Programming in Automated Testing
    • Case Study: Verification of Software Systems Using Logic

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