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© 1997

Algebraic Complexity Theory

With the Collaboration of Thomas Lickteig

Book

Part of the Grundlehren der mathematischen Wissenschaften book series (GL, volume 315)

Table of contents

  1. Front Matter
    Pages I-XXIII
  2. Introduction

    1. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 1-24
  3. Fundamental Algorithms

    1. Front Matter
      Pages 25-25
    2. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 27-59
    3. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 61-100
  4. Elementary Lower Bounds

    1. Front Matter
      Pages 101-101
    2. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 103-124
    3. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 125-142
    4. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 143-160
    5. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 161-168
  5. High Degree

    1. Front Matter
      Pages 169-169
    2. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 171-206
    3. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 207-244
    4. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 245-264
    5. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 265-286
    6. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 287-301
  6. Low Degree

    1. Front Matter
      Pages 303-303
    2. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 305-349
    3. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 351-374
    4. Peter Bürgisser, Michael Clausen, Mohammad Amin Shokrollahi
      Pages 375-423

About this book

Introduction

The algorithmic solution of problems has always been one of the major concerns of mathematics. For a long time such solutions were based on an intuitive notion of algorithm. It is only in this century that metamathematical problems have led to the intensive search for a precise and sufficiently general formalization of the notions of computability and algorithm. In the 1930s, a number of quite different concepts for this purpose were pro­ posed, such as Turing machines, WHILE-programs, recursive functions, Markov algorithms, and Thue systems. All these concepts turned out to be equivalent, a fact summarized in Church's thesis, which says that the resulting definitions form an adequate formalization of the intuitive notion of computability. This had and continues to have an enormous effect. First of all, with these notions it has been possible to prove that various problems are algorithmically unsolvable. Among of group these undecidable problems are the halting problem, the word problem theory, the Post correspondence problem, and Hilbert's tenth problem. Secondly, concepts like Turing machines and WHILE-programs had a strong influence on the development of the first computers and programming languages. In the era of digital computers, the question of finding efficient solutions to algorithmically solvable problems has become increasingly important. In addition, the fact that some problems can be solved very efficiently, while others seem to defy all attempts to find an efficient solution, has called for a deeper under­ standing of the intrinsic computational difficulty of problems.

Keywords

Algebra Algebraic Problems Algorithms Computation trees Computational Complexity Computer Graph Matrix Straight line programs algorithm complexity complexity theory computer algebra geometry

Authors and affiliations

  1. 1.Institut für Mathematik Abt. Angewandte MathematikUniversität Zürich-IrchelZürichSwitzerland
  2. 2.Institut für Informatik VUniversität BonnBonnGermany
  3. 3.International Computer Science InstituteBerkeleyUSA

Bibliographic information

Reviews

P. Bürgisser, M. Clausen, M.A. Shokrollahi, and T. Lickteig

Algebraic Complexity Theory

"The book contains interesting exercises and useful bibliographical notes. In short, this is a nice book."—MATHEMATICAL REVIEWS

From the reviews:

"This book is certainly the most complete reference on algebraic complexity theory that is available hitherto. … superb bibliographical and historical notes are given at the end of each chapter. … this book would most certainly make a great textbook for a graduate course on algebraic complexity theory. … In conclusion, any researchers already working in the area should own a copy of this book. … beginners at the graduate level who have been exposed to undergraduate pure mathematics would find this book accessible." (Anthony Widjaja, SIGACT News, Vol. 37 (2), 2006)