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320 - Understanding Simulated Annealing using steel optimization
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320 - Understanding Simulated Annealing using steel optimization
Finding the best alloy with maximum yield strength using simulated annealing algorithm
In this example, we will work with the steel alloy data set.
The data set contains the elemental composition of different alloys and their respective yield and tensile strengths. A machine learning model can be trained on this data, allowing us to predict the strength of an alloy based on its chemical composition. But, for this exercise, let us try to find the optimized alloy composition with the best yield strength.
Let us explore simulated annealing algorithm for optimization.
Finding the best alloy with maximum yield strength using simulated annealing algorithm
In this example, we will work with the steel alloy data set.
The data set contains the elemental composition of different alloys and their respective yield and tensile strengths. A machine learning model can be trained on this data, allowing us to predict the strength of an alloy based on its chemical composition. But, for this exercise, let us try to find the optimized alloy composition with the best yield strength.
Let us explore simulated annealing algorithm for optimization.
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320 - Understanding Simulated Annealing using steel optimization
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