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Information Technology Journal

Year: 2012 | Volume: 11 | Issue: 12 | Page No.: 1786-1789
DOI: 10.3923/itj.2012.1786.1789

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Authors


Jin Shang

Country: China

Liyong Zhang

Country: China

Keywords


  • testing
  • genetic algorithm
  • ant colony algorithm
  • Test vector reordering
  • traveling salesman problem
Research Article

Ant Colony Algorithm and Genetic Algorithm Optimization for Test Vector Reordering

Jin Shang and Liyong Zhang
Power dissipation during testing has been found to be much more than during normal mode due to increased switching activity. Test vector reordering technique helps mitigate this problem as it enables the reduction of switching activity during testing. This study presents a new test vector reordering approach. This approach maps the reordering problem to Traveling Salesman Problem (TSP). A hybrid ant colony algorithm and genetic algorithm is presented to solve this problem. The proposed approach is effective and verified with ISCAS’85 benchmark circuits which shows that yield on an average of about 30.05% reduction in switching activity.
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How to cite this article

Jin Shang and Liyong Zhang, 2012. Ant Colony Algorithm and Genetic Algorithm Optimization for Test Vector Reordering. Information Technology Journal, 11: 1786-1789.

DOI: 10.3923/itj.2012.1786.1789

URL: https://scialert.net/abstract/?doi=itj.2012.1786.1789

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