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Physical Sciences & Mathematics

A robotic arm must repeatedly trace a complex path. Which mechanism allows path planning to simplify trajectories by considering only essential topological features?

A)Dynamic programming optimization
B)Homotopy equivalence simplification
C)Kalman filter state estimation
D)Reinforcement learning adaptation

💡 Explanation

Path planning simplifies complex trajectories by considering topological features, because homotopy equivalence allows continuous deformation of paths without changing essential characteristics; therefore, homotopy equivalence simplifies the problem, rather than dynamic programming or Kalman filtering, which address different optimization or estimation challenges.

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