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
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.
(5075 views)
Parallel Complexity Theoryby Ian Parberry - Prentice Hall
The rapid growth of parallel complexity theory has led to a proliferation of parallel machine models. This book presents a unified theory of parallel computation based on a network model. It is the first such synthesis in book form.
(8336 views)
Think Complexity: Complexity Science and Computational Modelingby 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.
(8278 views)
From Complexity to Creativityby Ben Goertzel - Plenum Press
This text applies the concepts of complexity science to provide an explanation of all aspects of human creativity. The book describes the model that integrates ideas from computer science, mathematics, neurobiology, philosophy, and psychology.
(14339 views)