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Alternative distance functions (d) #35

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marco-biasion opened this issue Apr 22, 2024 · 0 comments
Open
1 task done
Tracked by #20

Alternative distance functions (d) #35

marco-biasion opened this issue Apr 22, 2024 · 0 comments
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marco-biasion commented Apr 22, 2024 •
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Currently, the system has implemented two distance functions:

  • WAD Absolute Difference of Weighted Sums
  • HD Hamming Distance

Both have their pros and their cons, for example WAD fails if two nodes have the same weights, and HD does not have any weight information.

For this reason, we will implement and test different distance functions:

  • WHD Weighted Hamming distance #38
    Similar to hamming distance, if a bit is flipped its value is counted, but instead of all bits having value 1, their value is the weight of the node.
@marco-biasion marco-biasion added the type > meta-issue Represent the topic of other issues label Apr 22, 2024
@marco-biasion marco-biasion mentioned this issue Apr 26, 2024
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