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Path Planning Algorithms for Mobile Robots: a Comprehensive Comparative Analysis Muhammad Umer Khan
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発送予定日 年6月10日 - 年6月22日
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Path Planning Algorithms for Mobile Robots: a Comprehensive Comparative Analysis
Muhammad Umer Khan
A comparative analysis of three most commonly used path planning algorithms, i.e. A* Algorithm, Genetic Algorithm and Ant Colony Optimization, is presented in this book. The algorithm simulations are compared based upon their performance in terms of Path length, Execution time and Error norm. The simulation results are validated with the support of experimental results, obtained using a mobile robot built especially for this purpose. This analysis, supported by the simulation and experimental results, helps in the selection of the best path planning algorithms for various applications.