Guidelines

Does Cuda support recursion?

Does Cuda support recursion?

Yes, see the NVIDIA CUDA Programming Guide: device functions only support recursion in device code compiled for devices of compute capability 2.0. You need a Fermi card to use them.

What are the benefits of a recursive algorithm?

  • Recursion can reduce time complexity.
  • Recursion adds clarity and reduces the time needed to write and debug code.
  • Recursion is better at tree traversal.
  • Recursion can be slow.
  • Iteration: A function repeats a defined process until a condition fails.

Are recursive algorithms bad?

The Bad. In imperative programming languages, recursive functions should be avoided in most cases (please, no hate mail about how this isn’t true 100\% of the time). Recursive functions are less efficient than their iterative counterparts. Additionally, they are subject to the perils of stack overflows.

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Which algorithms are recursive?

Using recursive algorithm, certain problems can be solved quite easily. Examples of such problems are Towers of Hanoi (TOH), Inorder/Preorder/Postorder Tree Traversals, DFS of Graph, etc.

What is infinite recursion why does it occur?

Infinite Recursion occurs when the recursion does not terminate after a finite number of recursive calls. As the base condition is never met, the recursion carries on infinitely.

Why do we use recursive function in C?

Recursive functions are very useful to solve many mathematical problems, such as calculating the factorial of a number, generating Fibonacci series, etc.

Are Recursions good?

Recursion is made for solving problems that can be broken down into smaller, repetitive problems. It is especially good for working on things that have many possible branches and are too complex for an iterative approach. Trees and graphs are another time when recursion is the best and easiest way to do traversal.

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How do recursive algorithms work?

A recursive algorithm is an algorithm which calls itself with “smaller (or simpler)” input values, and which obtains the result for the current input by applying simple operations to the returned value for the smaller (or simpler) input.

How do you stop infinite recursion?

A recursive function is a function that makes a call to itself. To prevent infinite recursion, you need at least one branch (i.e. of an if/else statement) that does not make a recursive call. Branches without recursive calls are called base cases; branches with recursive calls are called recursive cases.

Is it possible to use recursion in CUDA?

Even though it only supports recursion for specific chips, you can sometimes get away with “emulated” recursion: see how I used compile-time recursion for my CUDA raytracer. In CUDA 4.1 release CUDA supports recursion only for __device__ function but not for __global__ function.

What is an example of a super recursive algorithm?

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Examples of super-recursive algorithms include (Burgin 2005: 132): limiting recursive functions and limiting partial recursive functions (E.M. trial and error predicates (Hilary Putnam 1965) inductive inference machines (Carl Smith)

Is it possible to do recursion on a GPU?

It’s way more of a pain, but if you really need recursion, this can work. If your algorithm invovles alot of recursions, then support or not, it is not designed for GPUs, either redesign your algorthims or get a better CPU, either way it will be better (I bet in many cases, maginitudes better) then do recurisons on GPUs.

Is it possible to implement recursion with a stack and loop?

Any recursive algorithm can be implemented with a stack and a loop. It’s way more of a pain, but if you really need recursion, this can work.