What is the cooling schedule in simulated annealing?
An example of an AI chatbot conversation about cooling schedules in simulated annealing.
What is the cooling schedule in simulated annealing?
The cooling schedule in simulated annealing refers to the process of gradually lowering the temperature of the system to find an optimal solution.
Why is the cooling schedule important?
It's crucial because it affects the algorithm's ability to escape local minima and converge to a global minimum.
How do I choose the right cooling schedule?
Choosing the right cooling schedule involves balancing the rate of temperature decrease and the number of iterations at each temperature.
Can you give an example of a cooling schedule?
Sure! A common example is the exponential cooling schedule, where the temperature decreases exponentially over time.
What happens if the cooling schedule is too fast?
If the cooling schedule is too fast, the algorithm may not explore enough of the solution space, leading to suboptimal solutions.
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