[mlpack] GSoC 2014 Simulated Annealing Project

[Abhishek Laddha]

> Right now there are no real bugs related to the optimizers except for
> bug #318:
>
> http://www.mlpack.org/trac/ticket/318


I am working on this ticket

As described in ticket 318 that we need to refactor LRSDP class in two
classes so that LRSDP functions for template parameter of
AugLagrangianFunction should not be seen by LRSDP object

For this we can create a new class LRSDPFunction which contain four
functions which are required for template parameter of
AugLagrangianFunction which are
-double Evaluate().
-void Gradient().
-double EvaluateConstraint().
-void GradientConstraint().

and LRSDP will hold the object of type
AugLagrangian<LRSDPFunction>

Through this implementation LRSDP object will not see those four function.

I am not able to find a way for submitting the patch Could you tell me how
can i submit my patch?

Thanks,
Abhishek Laddha
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