I found this paper "Analytical optimization using computer algebraic 
manipulation"
 http://dl.acm.org/citation.cfm?doid=355637.355641
Can you suggest some more resources?

On Wednesday, 29 January 2014 00:23:57 UTC+5:30, p0906uec wrote:
>
> Hi,I am Pradyumna Paliwal.I have currently studying Electronics and 
> Communication Engineering at IIT Roorkee,India.
> I have been dealing with sympy for quite some time now.I found that there 
> is no symbolic optimization module implemented yet in sympy.I was wondering 
> if it would be a good idea for GSOC to implement optimization funtionality 
> (e.g.nonlinear constrained global optimization, local unconstrained or 
> constrained optimization,linear programming etc) .
>

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