Krishna Kalavadia

Efficient Multi-Objective Planning with Weighted Maximization Using Large Neighbourhood Search

Autonomous navigation often requires the simultaneous optimization of multiple objectives. The most common approach scalarizes these into a single cost function using a weighted sum, but this method is unable to find all possible trade-offs and can therefore miss critical solutions. An alternative, …