README file for README_IPM_Implementation.
General Information:
1. Title of dataset.
Dataset for Paper "‘Interior point method on semi-definite linear complementarity problems using the Nesterov-Todd (NT) search direction: Polynomial complexity and local convergence"
2. Date of deposit.
04 June 2019
3. PI / Author (or equivalent)
Chee Khian Sim
4. Project
NA
5. Funding information.
NA
6. Data collection information:
i) Date/time period of collection: 2018
ii) Geographic location of collection (if applicable): NA
Sharing & Access (only relevant if sharing data)
7. State licence(s) for use.
CC BY
8. Any restrictions.
No
9. Request for Access contact (if applicable).
NA
10. Information on outputs/publications that cite or use the data.
Paper "Interior point method on semi-definite linear complementarity problems using the Nesterov-Todd (NT) search direction: Polynomial complexity and local convergence" accepted by journal Computational Optimization and Applications
Data Overview:
11. List data files.
(a) Kronecker.m
(b) NT.m
(c) NTAlgorithm.m
(d) NTAlgorithm2.m
(e) RandOrthMat.m
(f) SolLE.m
(g) smat.m
(h) svec.m
(i) Symmetrization.m
(j) unitvector.m
(k) mainprogram_Ver2.m
(l) mainprogramoutputwithoutsecondordercorrectorwithtime.txt
(m) testprogram_Ver2.m
(n) testprogramoutputwithoutsecondordercorrectorwithtime.txt
12. Explain any relationships between files.
Matlab function files (a), (b), (e)-(j) are used by Matlab script files (k), (m). Matlab function file (c) is used only by file (k), while Matlab function file (d) is used only by file (m). File (l) is an output file upon running file (k), while file (n) is an output file upon running file (m).
13. For each file:
i) Description of content
Matlab script file (k) is used to solve randomly generated semi-definite linear complementarity problems; Matlab script file (m) is used to solve the example provided in Section 5 of the associated paper to the dataset.
ii) If not embedded within the file(s) provide variable metadata, missing data data definitions etc.
NIL
iii) Details of any specialised formats or abbreviations
NIL
Methodological Information:
14. Link to methodology description / or brief description of method.
Dataset is linked to the implementation of the interior point algorithm in the associated paper.
15. Describe any quality assurance procedures.
NIL
16. Any specific information required to interpret/use use the data e.g. specific instrumentation/software information.
Need Matlab to run script files.