NL Optimization
  • 23 Dec 2022
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NL Optimization

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Article summary

Description

The NL Optimization node is used to solve an optimization problem where some of the constraints are nonlinear.

Configuration Options

Basic Configuration Options

SettingDescription\Parameters
Optimization Type
Options
  • Minimize
  • Maximize
Objective FunctionObjective function for optimization
Predictors to Optimize.
Role ColumnsOptional column to further split data into SCORING or MODELING
Split ColumnsOptional setting to split the data/models based on a value in the selected columns
Num ThreadsNumber of threads to allocate for the processing of this node

Advanced Configuration Options

SettingDescription
Min % ChangeContinue to run optimization until the percent change is not met
Num IterationsNumber of iterations to run for optimization
Iteration Sample SizeNumber of rows of data per iteration
Verbose OutputFlag for debug logging

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