. Finding a natural meeting ground between the highly developed complexity theory of computer science ---with its historical roots in logic and the discrete mathematics of the integers--- and the traditional domain of real computation, the more eclectic less foundational field of numerical analysis ---with its rich history and longstanding traditions in the continuous mathematics of analysis--- presents a compelling challenge. Here we illustrate the issues and pose our perspective toward resolution. This article is essentially the introduction of a book with the same title (to be published by Springer) to appear shortly. Webster: A public declaration of intentions, motives, or views. k Partially supported by NSF grants. y International Computer Science Institute, 1947 Center St., Berkeley, CA 94704, U.S.A., lblum@icsi.berkeley.edu. Partially supported by the Letts-Villard Chair at Mills College. z Universitat Pompeu Fabra, Balmes 132, Barcelona 08008, SPAIN, cucker@upf.es. P...
|
7271
|
Computers and Intractability - A Guide to the Theory of NP-Completeness
– Garey, Johnson
- 1979
|
|
2010
|
The Design and Analysis of Computer Algorithms
– Aho, Hopcroft, et al.
- 1974
|
|
1610
|
Computational Complexity
– Papadimitriou
- 1994
|
|
1481
|
Computational Geometry: An introduction
– Preparata, Shamos
- 1985
|
|
986
|
Theory of Linear and Integer Programming
– Schrijver
- 1986
|
|
868
|
Reducibility among combinatorial problems
– Karp
- 1972
|
|
575
|
Theory of Recursive Functions and Effective Computability
– Rogers
- 1967
|
|
428
|
Algebraic geometry
– Hartshorne
- 1977
|
|
360
|
A Decision Method for Elementary Algebra and Geometry, 2nd Edition
– Tarski
- 1951
|
|
350
|
The complexity of theorem proving procedures
– Cook
- 1971
|
|
291
|
On a theory of computation and complexity over the real numbers: NP-completeness, recursive functions and universal machines
– Blum, Shub, et al.
- 1989
|
|
248
|
Quantifier elimination for real closed fields by cylindrical algebraic decomposition
– Collins
- 1975
|
|
216
|
The Emperor’s New Mind
– Penrose
- 1989
|
|
177
|
An Introduction to Chaotic Dynamical Systems
– Devaney
- 1986
|
|
172
|
Lower Bounds for Algebraic Computation Trees
– Ben-Or
- 1983
|
|
164
|
An unsolvable problem of elementary number theory
– Church
- 1936
|
|
150
|
On the computational complexity of algorithms
– Hartmanis, Stearns
- 1965
|
|
148
|
Information-Based Complexity
– Traub, Wasilkowski, et al.
- 1988
|
|
131
|
On the Computational Complexity and Geometry of the First-Order Theory of Reals (Parts I,II, III
– Renegar
- 1989
|
|
130
|
Complexity Theory of Real Functions
– Ko
- 1991
|
|
127
|
A machine-independent theory of the complexity of recursive functions
– Blum
- 1967
|
|
116
|
Géométrie Algébrique Réelle
– Bochnak, Coste, et al.
- 1986
|
|
106
|
Basic algebraic geometry
– Shafarevich
|
|
103
|
The complexity of elementary algebra and geometry. Journal of Computer and System Sciences, 32:251–264
– Ben-Or, Kozen, et al.
- 1986
|
|
89
|
Hilbert’s Tenth Problem
– Matiyasevich
- 1993
|
|
81
|
The Computational Complexity of Algebraic and Numeric Problems
– Borodin, Munro
- 1975
|
|
81
|
D.: The Science of Fractal Images
– Peitgen, Saupe
- 1988
|
|
77
|
Some algebraic and geometric computations in PSPACE
– Canny
- 1988
|
|
64
|
Path, trees, and flowers
– Edmonds
- 1965
|
|
63
|
Universal sequential search problems
– Levin
- 1973
|
|
56
|
Formal Reductions of the General Combinatorial Decision Problem
– Post
- 1943
|
|
55
|
The Undecidable
– Davis, ed
- 1965
|
|
55
|
Lower bounds for algebraic decision trees
– Steele, Yao
- 1982
|
|
49
|
General recursive functions of natural numbers
– Kleene
- 1936
|
|
48
|
1963], Computability of recursive functions
– Shepherdson, Sturgis
|
|
48
|
Complexity of Bezout's Theorem I: Geometric Aspects
– Shub, Smale
- 1993
|
|
46
|
Sharp effective Nullstellensatz
– Koll'ar
- 1988
|
|
46
|
On the e ciency of Algorithms of analysis
– Smale
- 1985
|
|
44
|
Bounds for the degrees in the Nullstellensatz
– Brownawell
- 1987
|
|
42
|
Real algebraic and semi-algebraic sets
– Benedetti, Risler
- 1990
|
|
42
|
Solving systems of polynomial inequalities in subexponential time
– Vorobjov
- 1988
|
|
42
|
Computable algebra, general theory and the theory of computable fields
– Rabin
- 1960
|
|
41
|
The fundamental theorem of algebra in terms of computational complexity, preprint, Mathematisches Institut der Universität
– Schönhage
|
|
40
|
Die Frage der endlich vielen Schritte in der Theorie der Polynomideale
– Hermann
- 1926
|
|
40
|
Complexity of Bezout's Theorem II: Volumes and Probabilities in: Computational Algebraic Geometry
– Shub, Smale
- 1993
|
|
40
|
Complexity of Bezout's Theorem III: Condition Number and Packing
– Shub, Smale
- 1993
|
|
37
|
Complexity of Bezout's theorem. IV. Probability of success; extensions
– Shub, Smale
- 1996
|
|
34
|
Computational complexity of real functions
– Ko, Friedman
- 1991
|
|
33
|
Smale: Complexity of Bezout's theorem V: Polynomial time
– SHUB, SMALE
- 1994
|
|
29
|
A survey of Russian approaches to Perebor (brute-force search) algorithms. Annals of the History of Computing 6:384-400
– Trakhtenbrot
- 1984
|