EXPSPACE

In computational complexity theory, EXPSPACE is the set of all decision problems solvable by a deterministic Turing machine in exponential space, i.e., in ${\displaystyle O(2^{p(n)})}$ space, where ${\displaystyle p(n)}$ is a polynomial function of ${\displaystyle n}$. Some authors restrict ${\displaystyle p(n)}$ to be a linear function, but most authors instead call the resulting class ESPACE . If we use a nondeterministic machine instead, we get the class NEXPSPACE, which is equal to EXPSPACE by Savitch's theorem.

A decision problem is EXPSPACE-complete if it is in EXPSPACE, and every problem in EXPSPACE has a polynomial-time many-one reduction to it. In other words, there is a polynomial-time algorithm that transforms instances of one to instances of the other with the same answer. EXPSPACE-complete problems might be thought of as the hardest problems in EXPSPACE.

EXPSPACE is a strict superset of PSPACE , NP , and P and is believed to be a strict superset of EXPTIME .

Formal definition

In terms of DSPACE and NSPACE ,

${\displaystyle {\mathsf {EXPSPACE}}=\bigcup _{k\in \mathbb {N} }{\mathsf {DSPACE}}\left(2^{n^{k}}\right)=\bigcup _{k\in \mathbb {N} }{\mathsf {NSPACE}}\left(2^{n^{k}}\right)}$

Examples of problems

Formal languages

An example of an EXPSPACE-complete problem is the problem of recognizing whether two regular expressions represent different languages, where the expressions are limited to four operators: union, concatenation, the Kleene star (zero or more copies of an expression), and squaring (two copies of an expression). ^[1]

Logic

Alur and Henzinger extended linear temporal logic with times (integer) and prove that the validity problem of their logic is EXPSPACE-complete. ^[2]

Reasoning in the first-order theor of the real numbers with +, ×, = is in EXPSPACE and was conjectured to be EXPSPACE-complete in 1986. ^[3]

Petri nets

The coverability problem for Petri Nets is EXPSPACE-complete. ^[4]

The reachability problem for Petri nets was known to be EXPSPACE-hard for a long time, ^[5] but shown to be nonelementary, ^[6] so probably not in EXPSPACE. In 2022 it was shown to be Ackermann-complete. ^{[7] [8]}

Relationship to other classes

EXPSPACE is known to be a strict superset of PSPACE , NP , and P . It is further suspected to be a strict superset of EXPTIME , however this is not known.

See also

• Game complexity

References

1. Meyer, A.R. and L. Stockmeyer. The equivalence problem for regular expressions with squaring requires exponential space. 13th IEEE Symposium on Switching and Automata Theory, Oct 1972, pp.125–129.
2. Alur, Rajeev; Henzinger, Thomas A. (1994-01-01). "A Really Temporal Logic". J. ACM. 41 (1): 181–203. doi: 10.1145/174644.174651 . ISSN   0004-5411.
3. Ben-Or, Michael; Kozen, Dexter; Reif, John (1986-04-01). "The complexity of elementary algebra and geometry". Journal of Computer and System Sciences. 32 (2): 251–264. doi:10.1016/0022-0000(86)90029-2. ISSN   0022-0000.
4. Charles Rackoff (1978). "The covering and boundedness problems for vector addition systems". Theoretical Computer Science: 223–231.
5. Lipton, R. (1976). "The Reachability Problem Requires Exponential Space". Technical Report 62. Yale University.
6. Wojciech Czerwiński Sławomir Lasota Ranko S Lazić Jérôme Leroux Filip Mazowiecki (2019). "The reachability problem for Petri nets is not elementary". STOC 19.
7. Leroux, Jerome (February 2022). "The Reachability Problem for Petri Nets is Not Primitive Recursive". 2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS). IEEE. pp. 1241–1252. arXiv: 2104.12695 . doi:10.1109/FOCS52979.2021.00121. ISBN   978-1-6654-2055-6.
8. Brubaker, Ben (4 December 2023). "An Easy-Sounding Problem Yields Numbers Too Big for Our Universe". Quanta Magazine .

• Berman, Leonard (1 May 1980). "The complexity of logical theories". Theoretical Computer Science. 11 (1): 71–77. doi: 10.1016/0304-3975(80)90037-7 .
• Michael Sipser (1997). Introduction to the Theory of Computation . PWS Publishing. ISBN   0-534-94728-X. Section 9.1.1: Exponential space completeness, pp. 313–317. Demonstrates that determining equivalence of regular expressions with exponentiation is EXPSPACE-complete.