LNAI 2650 Verification and Compliance Testing 1st Edition by Frank Guerin, Jeremy Pitt ISBN 3540403808 9783540403807
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Authors:Frank Guerin; Jeremy Pitt , Tags:Communications in Multiagent Systems , Author sort:Guerin, Frank & Pitt, Jeremy , Languages:Languages:eng , Published:Published:Apr 2003
LNAI 2650 Verification and Compliance Testing 1st Edition by Frank Guerin, Jeremy Pitt – Ebook PDF Instant Download/Delivery. 3540403808 ,9783540403807
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Product details:
ISBN 10: 3540403808
ISBN 13: 9783540403807
Author: Frank Guerin, Jeremy Pitt
LNAI 2650 Verification and Compliance Testing 1st Edition Table of contents:
Chapter 1: Introduction to Multi-Agent Systems
- Overview of Multi-Agent Systems (MAS)
- Key Concepts in MAS: Agents, Environments, and Interactions
- The Role of Communication and Coordination in MAS
- The Need for Verification and Compliance Testing in MAS
Chapter 2: Verification in Multi-Agent Systems
- What is Verification in MAS?
- Formal Methods in MAS Verification
- Challenges in Verifying Agent Behavior
- Types of Verification: Model Checking, Theorem Proving, etc.
- The Role of Simulation in Verification
Chapter 3: Compliance Testing Framework
- Defining Compliance Testing in MAS
- The Relationship Between Compliance and Verification
- Compliance Testing Methodologies and Approaches
- Types of Compliance: Standards, Protocols, and Policies
- Tools for Compliance Testing
Chapter 4: Formal Models for Verification and Testing
- Formalizing Agent Behavior: Models and Languages
- Petri Nets, Temporal Logic, and Other Formal Methods
- Creating Models for Verification
- Testing Frameworks Based on Formal Models
Chapter 5: Tools and Techniques for Verification
- Automated Verification Tools and Platforms
- Integrating Verification into the Development Cycle
- Case Studies: Successful Verification of Multi-Agent Systems
- Performance and Scalability of Verification Tools
Chapter 6: Compliance Testing Protocols
- Overview of Compliance Protocols for MAS
- Creating and Implementing Testing Protocols
- Protocols for Different Agent Interaction Models
- Testing for Security and Privacy Compliance
Chapter 7: Case Studies in Verification and Compliance
- Real-World Examples of MAS Verification and Compliance Testing
- Use-Cases in E-Commerce, Robotics, and Healthcare
- Case Study 1: Compliance Testing in Autonomous Systems
- Case Study 2: Verification in Distributed Systems
Chapter 8: Evaluating and Improving Compliance Testing
- Metrics for Evaluating Compliance Testing
- Challenges in Testing and Verification
- Improving Testing Accuracy and Coverage
- Feedback Loops and Continuous Improvement in MAS Testing
Chapter 9: Future Trends in Verification and Compliance
- The Future of MAS Verification Techniques
- Evolving Standards and Protocols in Compliance Testing
- The Role of Machine Learning and AI in Testing
- Open Challenges and Future Research Areas
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