# {py:mod}`evox.algorithms.so.pso_variants.clpso`

```{py:module} evox.algorithms.so.pso_variants.clpso
```

```{autodoc2-docstring} evox.algorithms.so.pso_variants.clpso
:allowtitles:
```

## Module Contents

### Classes

````{list-table}
:class: autosummary longtable
:align: left

* - {py:obj}`CLPSO <evox.algorithms.so.pso_variants.clpso.CLPSO>`
  - ```{autodoc2-docstring} evox.algorithms.so.pso_variants.clpso.CLPSO
    :summary:
    ```
````

### API

`````{py:class} CLPSO(pop_size: int, lb: torch.Tensor, ub: torch.Tensor, inertia_weight: float = 0.5, const_coefficient: float = 1.5, learning_probability: float = 0.05, device: torch.device | None = None)
:canonical: evox.algorithms.so.pso_variants.clpso.CLPSO

Bases: {py:obj}`evox.core.Algorithm`

```{autodoc2-docstring} evox.algorithms.so.pso_variants.clpso.CLPSO
```

```{rubric} Initialization
```

```{autodoc2-docstring} evox.algorithms.so.pso_variants.clpso.CLPSO.__init__
```

````{py:method} init_step()
:canonical: evox.algorithms.so.pso_variants.clpso.CLPSO.init_step

````

````{py:method} step()
:canonical: evox.algorithms.so.pso_variants.clpso.CLPSO.step

```{autodoc2-docstring} evox.algorithms.so.pso_variants.clpso.CLPSO.step
```

````

`````