How can we verify the performance of different algorithms?
It depends on what type of metrics you are evaluating for proposed algorithm.
In terms of VLSI, it can be speed, area, fault coverage, and many more.
It would be helpful if you explained the purpose of the algorithm so to narrow down the metrics for evaluation.
I hope this will help you:
http://aofa.cs.princeton.edu/lectures/lectures13/AA01-AofA.pdf
Thanks for the vaulable suggestions from professor Harsh Patel !
Thanks for the vaulable suggestions from professor Salim M. Zaki !
Thanks for the vaulable suggestions from professor Hamza Kheddar!
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