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Assume there is a well know algorithm known as XX. When I refer to it as in the following example, should I use the article or not?

In this example, we assume a hybrid-mode using XX algorithm

Or,

In this example, we assume a hybrid-mode using the XX algorithm

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It depends on how the sentence is constructed, for example:

I will use the Bresenham circle drawing algorithm.

I will use Bresenham's circle drawing algorithm.

If there are several versions of one type of algorithm, you can use the indefinite article:

I will use a breadth first search algorithm.

And for a specific version:

I will use the Dijkstra algorithm.

I will use Dijkstra's algorithm.

The usual rules for articles applies.

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