smif.optimisation module¶
Implements the interface to optimization functionality
This module defines an OptimizerTemplate
which lays out the fundamental
steps of any optimization algorithm. To implement your own algorithm, create a
child class which inherits OptimizerTemplate and implement the methods.
Reference¶
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class
smif.optimisation.
OptimizerTemplate
[source]¶ Bases:
abc.ABC
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initialize
(available_interventions)[source]¶ Setup the optimization problem
Parameters: available_interventions (int) – The number of dimensions
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optimization_function
¶ The function which will be minimized by the algorithm
The optimization function should return a scalar and accept a vector of binary decision variables
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results
¶ The results from a successful optimization
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