Iteration is defined as the process of repeating a set of instructions to arrive at the desired result. This desired result could be, for example, finding all instances of a particular word in a document or classifying a document according to its topic. Iteration is often used in conjunction with other methods, such as search algorithms, to improve the efficiency of the process.
Types of Iteration
There are two main types of iteration: deterministic and stochastic. Deterministic methods are those in which the order of execution is known in advance. Stochastic methods are those in which the order of execution is not known in advance and may be dependent on chance.
Iteration vs. Algorithm
Iteration is similar to the term “algorithm,” which is also used in the context of repeating a set of instructions to achieve the desired result. However, an algorithm is more general than iteration and can be applied to any process, not just those involving repetition. In addition, iteration is often used in the context of programming, while algorithms can be implemented without the use of programming.