What are the directions of research in Numerical Optimization?

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I have just begun reading in the field of Numerical Optimization.
Are people trying to invent new Algorithms? or proving the convergence of Heuristic Algorithms? and what else?



What are the tools a student must be equipped with in order to do significant research in such area?










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    up vote
    0
    down vote

    favorite
    1












    I have just begun reading in the field of Numerical Optimization.
    Are people trying to invent new Algorithms? or proving the convergence of Heuristic Algorithms? and what else?



    What are the tools a student must be equipped with in order to do significant research in such area?










    share|cite|improve this question
























      up vote
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      down vote

      favorite
      1









      up vote
      0
      down vote

      favorite
      1






      1





      I have just begun reading in the field of Numerical Optimization.
      Are people trying to invent new Algorithms? or proving the convergence of Heuristic Algorithms? and what else?



      What are the tools a student must be equipped with in order to do significant research in such area?










      share|cite|improve this question













      I have just begun reading in the field of Numerical Optimization.
      Are people trying to invent new Algorithms? or proving the convergence of Heuristic Algorithms? and what else?



      What are the tools a student must be equipped with in order to do significant research in such area?







      nonlinear-optimization numerical-optimization discrete-optimization research






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      share|cite|improve this question




      share|cite|improve this question










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