Complexity and Computation
by Allen Downey
Publisher: Green Tea Press 2011
Number of pages: 104
Description:
This book is about data structures and algorithms, intermediate programming in Python, complexity science and the philosophy of science. This book picks up where Think Python leaves off. I assume that you have read that book or have equivalent knowledge of Python.
Download or read it online for free here:
Download link
(1.34MB, PDF)
Similar books
Introduction to Complexity Theoryby Oded Goldreich
Complexity theory is the study of the intrinsic complexity of computational tasks. The book is aimed at exposing the students to the basic results and research directions in the field. The focus was on concepts, complex technical proofs were avoided.
(11627 views)
Lecture Notes on Computational Complexityby Luca Trevisan
Notes from a graduate courses on Computational Complexity. The first 15 lectures cover fundamentals, the remaining is advanced material: Hastad's optimal inapproximability results, lower bounds for parity in bounded depth-circuits, and more.
(15935 views)
Complexity Theory: A Modern Approachby Sanjeev Arora, Boaz Barak - Cambridge University Press
The book provides an introduction to basic complexity classes, lower bounds on resources required to solve tasks on concrete models such as decision trees or circuits, derandomization and pseudorandomness, proof complexity, quantum computing, etc.
(18663 views)
Complexity Theoryby Johan Håstad
This set of notes gives the broad picture of modern complexity theory, defines the basic complexity classes, gives some examples of each complexity class and proves the most standard relations. The author emphasizes the ideas involved in the proofs.
(17390 views)