What are some real-world applications of simulated annealing?
An example of an AI chatbot conversation about real-world applications of simulated annealing.
What are some real-world applications of simulated annealing?
Simulated annealing is used in various fields like optimization, scheduling, and machine learning. For example, it's applied in circuit design to minimize wire lengths.
Can you give me another example?
Sure! In logistics, simulated annealing helps optimize delivery routes to reduce costs and improve efficiency.
How does it compare to other optimization methods?
Simulated annealing is often more effective for complex problems where traditional methods like gradient descent may get stuck in local minima.
What are the limitations of simulated annealing?
Some limitations include its sensitivity to parameters like temperature and cooling schedule, which can affect performance.
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