Publication details
Solving Integer Quadratic Programming via Explicit and Structural Restrictions
| Authors | |
|---|---|
| Year of publication | 2019 |
| Type | Article in Proceedings |
| Conference | Proceedings of the AAAI Conference on Artificial Intelligence |
| MU Faculty or unit | |
| Citation | |
| Web | https://aaai.org/ojs/index.php/AAAI/article/view/3960 |
| Doi | http://dx.doi.org/10.1609/aaai.v33i01.33011477 |
| Keywords | Parameterized Complexity |
| Description | We study the parameterized complexity of Integer Quadratic Programming under two kinds of restrictions: explicit restrictions on the domain or coefficients, and structural restrictions on variable interactions. We argue that both kinds of restrictions are necessary to achieve tractability for Integer Quadratic Programming, and obtain four new algorithms for the problem that are tuned to possible explicit restrictions of instances that we may wish to solve. The presented algorithms are exact, deterministic, and complemented by appropriate lower bounds. |