What are deterministic and non-deterministic algorithms explain with example?

In a deterministic algorithm, for a given particular input, the computer will always produce the same output going through the same states but in the case of a non-deterministic algorithm, for the same input, the compiler may produce different output in different runs.

What are some examples of deterministic algorithm?

The most simple deterministic algorithm is this random number generator. It gives the same output every time, exhibits known O(1) time and resource usage, and executes in PTIME on any computer.

Which of the following is an example of a deterministic model?

Examples of deterministic models are timetables, pricing structures, a linear programming model, the economic order quantity model, maps, accounting.

What do you mean by non deterministic algorithm?

In computer programming, a nondeterministic algorithm is an algorithm that, even for the same input, can exhibit different behaviors on different runs, as opposed to a deterministic algorithm. A concurrent algorithm can perform differently on different runs due to a race condition.

Is K-means an example of a deterministic algorithm?

The basic k-means clustering is based on a non-deterministic algorithm. This means that running the algorithm several times on the same data, could give different results.

Is KNN is non-deterministic algorithm?

4 Answers. KNN is a discriminative algorithm since it models the conditional probability of a sample belonging to a given class.

What is an example of a non-deterministic algorithm?

One example of a non-deterministic algorithm is the execution of concurrent algorithms with race conditions, which can exhibit different outputs on different runs.

What is the difference between deterministic and non-deterministic?

Unlike a deterministic algorithm which travels a single path from input to output, a non-deterministic algorithm can take many paths, with some arriving at the same outputs, and others arriving at different outputs. This feature is mathematically used in non-deterministic computation models like non-deterministic finite automaton.

What are the different types of algorithms?

On the basis of the knowledge about outcome of the instructions, there are two types of algorithms namely − Deterministic and Non-deterministic Algorithms. Following are the main differences between both of the algorithms −

Why is merge sort a deterministic algorithm?

For example:- Merge sort is deterministic algorithm, because everytime you give the input X, it will make the same set of comparisons in the exact same order and give you the exact same answer.