# {py:mod}`evox.algorithms.mo.moead`

```{py:module} evox.algorithms.mo.moead
```

```{autodoc2-docstring} evox.algorithms.mo.moead
:allowtitles:
```

## Module Contents

### Classes

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

* - {py:obj}`MOEAD <evox.algorithms.mo.moead.MOEAD>`
  - ```{autodoc2-docstring} evox.algorithms.mo.moead.MOEAD
    :summary:
    ```
````

### Functions

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

* - {py:obj}`pbi <evox.algorithms.mo.moead.pbi>`
  - ```{autodoc2-docstring} evox.algorithms.mo.moead.pbi
    :summary:
    ```
````

### API

````{py:function} pbi(f: torch.Tensor, w: torch.Tensor, z: torch.Tensor)
:canonical: evox.algorithms.mo.moead.pbi

```{autodoc2-docstring} evox.algorithms.mo.moead.pbi
```
````

`````{py:class} MOEAD(pop_size: int, n_objs: int, lb: torch.Tensor, ub: torch.Tensor, selection_op: typing.Optional[typing.Callable] = None, mutation_op: typing.Optional[typing.Callable] = None, crossover_op: typing.Optional[typing.Callable] = None, device: torch.device | None = None)
:canonical: evox.algorithms.mo.moead.MOEAD

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

```{autodoc2-docstring} evox.algorithms.mo.moead.MOEAD
```

```{rubric} Initialization
```

```{autodoc2-docstring} evox.algorithms.mo.moead.MOEAD.__init__
```

````{py:method} init_step()
:canonical: evox.algorithms.mo.moead.MOEAD.init_step

```{autodoc2-docstring} evox.algorithms.mo.moead.MOEAD.init_step
```

````

````{py:method} step()
:canonical: evox.algorithms.mo.moead.MOEAD.step

```{autodoc2-docstring} evox.algorithms.mo.moead.MOEAD.step
```

````

`````