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1 . 5 MATLAB Integration To simulate and optimize the drone's trajectory, MATLAB can be used to implement algorithms that consider dynamic constraints and environmental
MATLAB Integration
To simulate and optimize the drone's trajectory, MATLAB can be used to implement algorithms that consider dynamic constraints and environmental conditions.
MATLAB Task: Implement a Genetic Algorithm using MATLAB's ga function to find the optimal path considering energy consumption and nofly zones.Further Exploration:
Modify the objective function to include wind resistance.
Explore the effects of different population sizes and generation counts on the solution's accuracy and computation time.
Integrate a model for nofly zones as constraints in the optimization problem.
Path Planning for an Autonomous Car
Scenario Description
Optimize the route for an autonomous car to minimize both travel time and fuel consumption, adapting to varying traffic and road conditions.
Model Setup and System Parameters
Car Specifications:
Average speed: on highways, in urban areas.
Fuel efficiency: on highways, in urban areas.
Environment:
Mixed urban and highway environments.
Dynamic traffic conditions and potential road closures
Note :please solve as case study and show us a screenshot for matlab solutions.
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