# Educational algorithms

```{eval-rst}

.. autosummary::
    modopt.SteepestDescent
    modopt.Newton
    modopt.QuasiNewton
    modopt.NewtonLagrange
    modopt.L2PenaltyEq
    modopt.SQP
    modopt.InteriorPoint
    modopt.PSO
    modopt.NelderMeadSimplex
    modopt.SimulatedAnnealing

```

## SteepestDescent

```{eval-rst}

.. autoclass:: modopt.SteepestDescent
    :members: check_first_derivatives, solve, print_results
```

## Newton

```{eval-rst}

.. autoclass:: modopt.Newton
    :members: check_first_derivatives, solve, print_results
```

## QuasiNewton

```{eval-rst}

.. autoclass:: modopt.QuasiNewton
    :members: check_first_derivatives, solve, print_results
```

## NewtonLagrange

```{eval-rst}

.. autoclass:: modopt.NewtonLagrange
    :members: check_first_derivatives, solve, print_results
```

## L2PenaltyEq

```{eval-rst}

.. autoclass:: modopt.L2PenaltyEq
    :members: check_first_derivatives, solve, print_results
```

## SQP

```{eval-rst}

.. autoclass:: modopt.SQP
    :members: check_first_derivatives, solve, print_results
```

## InteriorPoint

```{eval-rst}

.. autoclass:: modopt.InteriorPoint
    :members: check_first_derivatives, solve, print_results
```

## NelderMeadSimplex

```{eval-rst}

.. autoclass:: modopt.NelderMeadSimplex
    :members: solve, print_results
```

## PSO

```{eval-rst}

.. autoclass:: modopt.PSO
    :members: solve, print_results
```

## SimulatedAnnealing

```{eval-rst}

.. autoclass:: modopt.SimulatedAnnealing
    :members: solve, print_results
```