Complexity theory of programming

Computational complexity books
Complexity theory is the theory of determining the necessary resources for the solution of algorithmic problems and, therefore, the limits of what is possible with the available resources.
An understanding of these limits prevents the search for non-existing efficient algorithms..
Computational complexity theory books
Programming complexity (or software complexity) is a term that includes software properties that affect internal interactions.
Several commentators distinguish between the terms "complex" and "complicated"..
Computational complexity theory books
The purpose of complexity analysis in the study of algorithms is to evaluate and understand the efficiency and performance characteristics of different algorithms.
It allows us to quantify the resources, such as time and space, required by an algorithm to solve a problem as the input size grows..

Computational complexity books