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Intelligent Systems for Optical Networks Design

Book Description

As the increased demand for high-speed communication creates an interest in the development of optical networks, intelligent all optical networks have emerged as the next generation for reliable and fast connections. Intelligent Systems for Optical Networks Design: Advancing Techniques is a comprehensive collection of research focused on theoretical and practical aspects of intelligent methodologies as applied to real world problems. This reference source is useful for research and development engineers, scholars, and students interested in the latest development in the area of intelligent systems for optical networks design.

Table of Contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Dedication
  5. Preface
  6. Acknowledgment
  7. Chapter 1: Optical Network Optimization
    1. ABSTRACT
    2. INTRODUCTION
    3. OPTICAL NETWORKS AND DESIGN OPTIMIZATION PROBLEMS
    4. OPTICAL NETWORK DESIGN OPTIMIZATION
    5. RECENT DEVELOPMENTS AND FUTURE RESEARCH DIRECTIONS
    6. CONCLUSION
  8. Chapter 2: FiWi Networks
    1. ABSTRACT
    2. INTRODUCTION
    3. BACKGROUND
    4. FIWI NETWORKS
    5. FIWI ARCHITECTURE
    6. QOS SUPPORT
    7. ENERGY SAVING IN FIWI NETWORKS
    8. FUTURE RESEARCH DIRECTIONS
    9. CONCLUSION
  9. Chapter 3: Optical Label Processing Techniques for Intelligent Forwarding of Packets in All-Optical Packet Switched Networks
    1. ABSTRACT
    2. INTRODUCTION
    3. BACKGROUND
    4. MAIN FOCUS OF THE CHAPTER
    5. APPLICATIONS TO OPTICAL PACKET SWITCHING
    6. CONCLUSION AND FUTURE RESEARCH DIRECTIONS
  10. Chapter 4: Monitoring Devices for Providing Network Intelligence in Optical Packet Switched Networks
    1. ABSTRACT
    2. INTRODUCTION
    3. OPTICAL PERFORMANCE MONITORING
    4. OPTICAL PERFORMANCE MONITORING IN OPTICAL PACKET SWITCHED NETWORKS
    5. OSNR MONITORING TECHNIQUE
    6. APPLICATIONS OF OPTICAL PERFORMANCE MONITORING SYSTEM
    7. CONCLUSION AND FUTURE WORK
  11. Chapter 5: GMPLS for Future Applications
    1. ABSTRACT
    2. INTRODUCTION
    3. APPLYING GMPLS IN HIGH PERFORMANCE COMPUTING ENVIRONMENTS
    4. THE CHALLENGES
    5. STANDARDIZATION OF LSP DYNAMIC PROVISIONING
    6. PERFORMANCE MEASUREMENT OF LSP DYNAMIC PROVISIONING
    7. CONCLUSION AND FUTURE RESEARCH DIRECTIONS
  12. Chapter 6: Energy-Efficient Optical Transport Networks with Mixed Regenerator Placement
    1. ABSTRACT
    2. INTRODUCTION
    3. BACKGROUND AND BASIC CONCEPTS
    4. ANALYTICAL MODEL OF MIXED REGENERATOR PLACEMENT
    5. THEORETICAL MODEL OF MIXED OPERATIONS OF 1R/2R/3R REGENERATORS
    6. ENERGY-EFFICIENT NETWORK DESIGN AND PROVISIONING WITH MRP
    7. CONCLUSION
  13. Chapter 7: Topological Design Using Genetic Algorithms
    1. ABSTRACT
    2. INTRODUCTION
    3. BACKGROUND
    4. COST MODEL
    5. GENETIC ALGORITHM
    6. INTEGER LINEAR PROGRAMMING MODEL
    7. RESULTS
    8. CONCLUSION
  14. Chapter 8: Artificial Bee Colony Approach for Routing and Wavelength Assignment in Optical WDM Networks
    1. ABSTRACT
    2. INTRODUCTION
    3. FROM NATURAL TO ARTIFICIAL BEE SWARM INTELLIGENCE
    4. THE BEE COLONY OPTIMIZATION: A CENTRAL IDEA
    5. EXPERIMENTAL RESULTS
    6. FUTURE RESEARCH DIRECTIONS
    7. CONCLUSION
  15. Chapter 9: Applications of Computational Intelligence to Impairment-Aware Routing and Wavelength Assignment in Optical Networks
    1. ABSTRACT
    2. INTRODUCTION
    3. BACKGROUND
    4. SOLUTIONS FOR ROUTING AND WAVELENGTH ASSIGNMENT
    5. FUTURE RESEARCH DIRECTIONS
    6. CONCLUSION
  16. Chapter 10: Wavelength and Routing Assignment in All Optical Networks Using Ant Colony Optimization
    1. ABSTRACT
    2. INTRODUCTION
    3. ACO ALGORITHM
    4. RWA PROBLEM
    5. LOWER BOUNDS
    6. ACO FOR THE RWA PROBLEM
    7. RULE FOR DECIDING WHICH LINK TO TAKE NEXT
    8. RESULTS AND DISCUSSION
    9. CONCLUSION AND FURTHER WORK
  17. Chapter 11: Hopfield Neural Networks for Routing in Communication Networks
    1. ABSTRACT
    2. INTRODUCTION
    3. BACKGROUND
    4. EXPERIMENTS
    5. RESULTS
    6. CONCLUSION
  18. Chapter 12: Antnet Routing Algorithm with Link Evaporation and Multiple Ant Colonies to Overcome Stagnation Problem
    1. ABSTRACT
    2. INTRODUCTION
    3. BACKGROUND
    4. ANTNET SIMULATION ENVIRONMENT
    5. ANTNET IMPROVEMENTS
    6. ANTNET STAGNATION PROBLEM
    7. RESULTS AND DISCUSSION
    8. DISCUSSION ON NATURE-INSPIRED ROUTING
    9. CONCLUSION
  19. Compilation of References
  20. About the Contributors