**Mathematics and Computation**

by Avi Wigderson

**Publisher**: Princeton University Press 2019**ISBN-13**: 9780691189130**Number of pages**: 340

**Description**:

Mathematics and Computation provides a broad, conceptual overview of computational complexity theory -- the mathematical study of efficient computation. It is useful for undergraduate and graduate students in mathematics, computer science, and related fields, as well as researchers and teachers in these fields.

Download or read it online for free here:

**Download link**

(3.3MB, PDF)

## Similar books

**Complexity Theory**

by

**Johan HÃ¥stad**

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.

(

**14662**views)

**Think Complexity: Complexity Science and Computational Modeling**

by

**Allen B. Downey**-

**Green Tea Press**

This book is about complexity science, data structures and algorithms, intermediate programming in Python, and the philosophy of science. The book focuses on discrete models, which include graphs, cellular automata, and agent-based models.

(

**7910**views)

**Communication Complexity (for Algorithm Designers)**

by

**Tim Roughgarden**-

**Stanford University**

The two biggest goals of the course are: 1. Learn several canonical problems that have proved the most useful for proving lower bounds; 2. Learn how to reduce lower bounds for fundamental algorithmic problems to communication complexity lower bounds.

(

**4687**views)

**Around Kolmogorov Complexity: Basic Notions and Results**

by

**Alexander Shen**-

**arXiv.org**

Algorithmic information theory studies description complexity and randomness. This text covers the basic notions of algorithmic information theory: Kolmogorov complexity, Solomonoff universal a priori probability, effective Hausdorff dimension, etc.

(

**4719**views)