Computational complexity theory online course

Is computational complexity theory useful?

Types of Complexity Classes

What are the classes of computational complexity?

Computational complexity theory is a mathematical research area in which the goal is to quantify the resources required to solve computational problems.
It is concerned with algorithms, which are computational methods for solving problems..

What is computational complexity class?

Typically, a complexity class is defined by (1) a model of computation, (2) a resource (or collection of resources), and (3) a function known as the complexity bound for each resource.
The models used to define complexity classes fall into two main categories: (a) machine- based models, and (b) circuit-based models..

What is the best textbook for computational complexity?

Essentially, computational complexity theory is rather important because both in theory as well as in practice, it helps computer scientists understand the limits of what computers can do and what they cannot do..

What is the computational complexity of classes of learning?

Computational complexity of learning depends on the following : The size or expressiveness of the hypothesis space considered by learner..