A nondeterministic algorithm is an algorithm that can exhibit different behaviors on different runs, as opposed to a deterministic algorithm. There are several ways an algorithm may behave …

Feb 24, 2025 · Deterministic algorithms are entirely predictable and always produce the same output for the same input. Non-deterministic algorithms may produce different outputs for the …

One important (and exclusive) distinction one can make is, whether the algorithm is deterministic or randomized. Deterministic algorithms produce on a given input the same results following …

Sep 16, 2023 · Deterministic and randomized algorithms are two fundamental categories of algorithms in computer science, and they differ in how they make decisions or perform …

Oct 28, 2021 · Deterministic algorithms for a given problem are a strict subset of all algorithms, so they can not be 'easier'. And you can trivially transform any deterministic algorithm into a …

2-Phase Randomized Algorithm Boutsidis, Mahoney & Drineas 2009 1 Randomized Phase: Sample small number (ˇk log k) of columns 2 Deterministic Phase: Apply rank revealing QR to …

Figure 1: Deterministic vs. Randomized Algorithms As shown in Figure 2, a randomized algorithm receives, in addition to the input, a random number stream to make decisions during its …

Sep 15, 2022 · What are deterministic and randomized algorithms? Deterministic algorithms produce on a given input the same results following the same computation steps. A Las Vegas …

1.2 Exponential gaps between randomized and deterministic procedures For some computational problems (e.g. approximating the size of a convex body) there are probabilistic algorithms that …

Randomized algorithms, also called probabilistic algorithms, use the concept of randomness as a computing tool for algorithm design. output is fixed for fixed inputs. The outputs are …