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Evaluating Heuristic Search Algorithms in Pathfinding: A Comprehensive Study on Performance Metrics

  • The paper presents a comprehensive performance evaluation of heuristic search algorithms in the context of autonomous systems and robotics.
  • The objective is to evaluate and compare the performance of different search algorithms in different problem settings on the pathfinding domain.
  • Experiments are conducted to analyze the behavior of the evaluated algorithms based on domain size, obstacle density, and distance between start and goal states.
  • Based on the results, a selection algorithm is proposed to suggest the best search algorithm based on problem characteristics.

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