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Reseach Article

The Subset-Sum Problem: Revisited with an Improved Approximated Solution

by Hashem A. Isa, Saleh Oqeili, Sulieman Bani-ahmad
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 114 - Number 14
Year of Publication: 2015
Authors: Hashem A. Isa, Saleh Oqeili, Sulieman Bani-ahmad
10.5120/20043-7214

Hashem A. Isa, Saleh Oqeili, Sulieman Bani-ahmad . The Subset-Sum Problem: Revisited with an Improved Approximated Solution. International Journal of Computer Applications. 114, 14 ( March 2015), 1-5. DOI=10.5120/20043-7214

@article{ 10.5120/20043-7214,
author = { Hashem A. Isa, Saleh Oqeili, Sulieman Bani-ahmad },
title = { The Subset-Sum Problem: Revisited with an Improved Approximated Solution },
journal = { International Journal of Computer Applications },
issue_date = { March 2015 },
volume = { 114 },
number = { 14 },
month = { March },
year = { 2015 },
issn = { 0975-8887 },
pages = { 1-5 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume114/number14/20043-7214/ },
doi = { 10.5120/20043-7214 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:52:44.600066+05:30
%A Hashem A. Isa
%A Saleh Oqeili
%A Sulieman Bani-ahmad
%T The Subset-Sum Problem: Revisited with an Improved Approximated Solution
%J International Journal of Computer Applications
%@ 0975-8887
%V 114
%N 14
%P 1-5
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The Subset-sum Problem is one of the easiest to describe and understand NP-complete problems. Available algorithms that solve this problem exactly need an exponential time, thus finding a solution to this problem is not currently feasible. The current paper revisits the subset-sum problem and suggests a new approach to find an approximate solution to this problem. The proposed algorithm gives a reasonable solution with a polynomial time-complexity.

References
  1. Baase, S. and Gelder, A. V. (2000). Computer Algorithms. Addison Wesley Longman.
  2. Bazgan, C. , Santha, M. , and Tuza, Z. (1998). Efficient approximation algorithms for the subset-sum equality problem.
  3. Bentley, J. (1986). Programming Pearls, Addison-Wesley Reading.
  4. Blair, C. (1994). Notes on Cryptography. Business Administration Dept. , University of Illinois, http://www. math. sunysb. edu/~scott/blair/Blair_s_Cryptography_Notes. html
  5. Borwein, J. and Bailey, D. (2003) Mathematics by Experiment: Plausible Reasoning in the 21st Century, Natick, MA: A. K. Peters.
  6. Cook, S. A. (1971). The complexity of theorem proving procedures. Third Annual ACM Symposium on the Theory of Computing, ACM, New York.
  7. Cormen, T. H. , Leiserson, C. E. , Rivest, R. L. , and Stein, C. (2001). Introduction to Algorithms, 2nd Edition. MIT Press and McGraw-Hill, 2001.
  8. Coster, M. J. ; Joux, A. ; LaMacchia, B. A. ; Odlyzko, A. M. ; Schnorr, C. P. ; and Stern, J. (1992). Improved Low-Density Subset-sum Algorithms, Computing Complex. 2.
  9. Ferguson, H. R. P. and Bailey, D. H. (1992). A Polynomial Time, Numerically Stable Integer Relation Algorithm, RNR Technical Report RNR-91-032.
  10. Garey, M. and Johnson, D. (1979). Computers and Intractability; A Guide to the Theory of NP-Completeness.
  11. Garey, M. , Johnson, D. , and Stockmeyer, L. (1974). Some simplified NP-complete problems, Proceedings of the sixth annual ACM symposium on Theory of computing. .
  12. Hodges, A. (1970). Alan Turing: The Enigma, Simon and Schuster, New York.
  13. Impagliazzo R. and Naor M. , (1996). Efficient cryptographic schemes provably as secure as subset-sum, Department of Computer Science, University of California at San Diego, 1996.
  14. Lagarias, L. C. and Odlyzko, A. M. (1985) "Solving Low-Density Subset-sum Problems. " Journal of ACM 32.
  15. Karp, R. (1972). Reducibility Among Combinatorial Problems. Proceedings of a Symposium on the Complexity of Computer Computations.
  16. Martello, S. and Toth, P. (1984). Worst case analysis of greedy algorithms for the subset-sum problem. Mathematical Programming.
  17. Papadimitriou, C. H. (1994). Computational Complexity. Addison-Wesley.
Index Terms

Computer Science
Information Sciences

Keywords

NP-complete problem the subset-sum problem