You are previewing International Journal of Applied Metaheuristic Computing (IJAMC) Volume 5, Issue 1.
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International Journal of Applied Metaheuristic Computing (IJAMC) Volume 5, Issue 1

Book Description

The International Journal of Applied Metaheuristic Computing (IJAMC) is a rigorous refereed journal that published high quality, innovative research on the latest developments, models, and applications within the transdisciplinary fields related to metaheuristic computing. Providing researchers, practitioners, and academicians with insight into a wide range of topics such as genetic algorithms, differential evolution, and ant colony optimization, this journal contains useful articles for those seeking to learn, analyze, improve, and apply technologies within metaheuristic computing.

This issue contains the following articles:

  • Evolutionary Approaches for the Extraction of Classification Rules
  • AntMeshNet: An Ant Colony Optimization Based Routing Approach to Wireless Mesh Networks
  • Hybrid Intelligent Method for Association Rules Mining Using Multiple Strategies
  • An Improved Ant-IS Algorithm for Intrusion Detection

Table of Contents

  1. Cover
  2. Masthead
  3. Call For Articles
  4. Evolutionary Approaches for the Extraction of Classification Rules
    1. ABSTRACT
    2. INTRODUCTION
    3. AN OVERWIEW OF OUR PROPOSED METHODS
    4. A PREVIOUS RELATED APPROACH TO THE CLASSIFICATION RULES EXTRACTION PROBLEM
    5. MATHEMATICAL FORMULATION OF THE CLASSIFICATION RULES EXTRACTION PROBLEM
    6. A GENETIC APPROACH TO THE CLASSIFICATION RULES EXTRACTION PROBLEM ENCODING THE RULES
    7. SPECIFIC GENETIC OPERATORS DESCRIPTION
    8. QUALITY OF EXTRACTED RULES
    9. ADAPTATION OF THE TABU SEARCH ALGORITHM TO EXTRACT CLASSIFICATION RULES
    10. A MEMETIC APPROACH TO THE CLASSIFICATION RULES EXTRACTION PROBLEM
    11. HYBRYDRISATION OF THE TABU SEARCH TO EXTRACT CLASSIFICATION RULES
    12. A PARALLEL EVOLUTIONARY APPROACH TO THE CLASSIFICATION RULES EXTRACTION PROBLEM
    13. DESCRIPTION OF THE NEW GA INDIVIDUAL CYCLE OF LIFE-BASED APPROACH
    14. PARALLEL VERSION OF THE ALGORITHM
    15. DEADLOCK PREVENTION
    16. TESTS AND OBTAINED RESULTS
    17. OBTAINED RESULTS
    18. TESTS AND COMPARISON WITH SOME CLASSIFIFIERS PROVIDED BY THE WEKA PACKAGE
    19. OBTAINED RESULTS WITH THE GA CYCLE-OF-LIFE BASED
    20. CONCLUSION
    21. ACKNOWLEDGMENT
    22. REFERENCES
  5. AntMeshNet:
    1. ABSTRACT
    2. INTRODUCTION
    3. INTEGRATED LINK COST EVALUATION
    4. ANT COLONY OPTIMIZATION
    5. NODE ARCHITECTURE AND SYSTEM MODEL
    6. ANTMESHNET ALGORITHM
    7. MODEL PERFORMANCE
    8. RESULTS AND DISCUSSION
    9. CONCLUSION AND FUTURE WORK
    10. ACKNOWLEDGMENT
    11. REFERENCES
  6. Hybrid Intelligent Method for Association Rules Mining Using Multiple Strategies
    1. ABSTRACT
    2. INTRODUCTION
    3. RELATED WORKS
    4. PRELIMINARIES
    5. EXPERIMENTS AND NUMERICAL RESULTS
    6. RESULTS AND COMPARISONS
    7. CONCLUSION
    8. REFERENCES
  7. An Improved Ant-IS Algorithm for Intrusion Detection
    1. ABSTRACT
    2. INTRODUCTION
    3. RELATED WORK
    4. DARPA 1999
    5. ANT-IS ALGORITHM
    6. DENSITY BASED SPATIAL CLUSTERING OF APPLICATIONS WITH NOISE
    7. CLUST ANT-IS ALGORITHM
    8. ANALYSIS AND DISCUSSION
    9. ACTIVE LEARNING
    10. CLOSE-LOOP
    11. CONCLUSION
    12. REFERENCES
  8. Call For Articles