set_sampler
Configure the sampler for optimization studies on the Optuna MCP Server. Choose from TPESampler, NSGAIISampler, RandomSampler, or GPSampler to define the sampling strategy based on study objectives.
Instructions
Set the sampler for the study. The sampler must be one of the following: - TPESampler - NSGAIISampler - RandomSampler - GPSampler
The default sampler for single-objective optimization is TPESampler.
The default sampler for multi-objective optimization is NSGAIISampler.
GPSampler is a Gaussian process-based sampler suitable for low-dimensional numerical optimization problems.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| name | Yes |
Input Schema (JSON Schema)
{
"properties": {
"name": {
"enum": [
"TPESampler",
"NSGAIISampler",
"RandomSampler",
"GPSampler"
],
"title": "Name",
"type": "string"
}
},
"required": [
"name"
],
"title": "set_samplerArguments",
"type": "object"
}