How can I visualize the results of simulated annealing?
An example of an AI chatbot conversation about visualizing simulated annealing results.
How can I visualize the results of simulated annealing?
You can visualize the results using plots that show the optimization process over time, like convergence graphs.
What types of plots are most effective for this?
Commonly used plots include line graphs for convergence, scatter plots for solution distribution, and heatmaps for parameter tuning.
Can you provide an example of how to create a convergence graph?
Sure! You can use libraries like Matplotlib in Python to plot the objective function value against iterations.
What data do I need to collect for these visualizations?
You'll need the objective function values at each iteration, the parameters being optimized, and possibly the time taken.
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