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CUDA - standard optimization test functions #14

Description

@jairodelgado

This issue is a continuation of issue #10.

We need to implement the following test functions in parallel using CUDA, that is in cudalayer:

  • Ackley
  • Alpine
  • De Jung
  • Griewangk
  • Rastrigin
  • Rosenbrock
  • Schwefel
  • Step
  • Styblinski_tang
  • Brown Function
  • Chung Reynolds Function
  • Cosine Mixture Function
  • Csendes Function
  • Deb 1 Function
  • Deb 3 Function
  • Dixon & Price Function
  • Egg Holder Function
  • Exponential Function
  • Giunta Function

Each function specification can be found in: http://arxiv.org/abs/1308.4008v1

The scope of this issue is parallel implementation using CUDA in the cuda layer.

Important: remember to modify the solution folder structure according to the modifications done in #6 - #7 (create bench folder and namespace).

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