Optimal Decoupling in Linear Constraint Systems
Authors: Cees Witteveen, Michel Wilson, Tomas Klos
AAAI 2014 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | Proposition 1. Let S : Ax b be an STN. Then for the LP (1) associated with this constraint system, it holds thatxi X (x+ i x i ) =xi X (lst(xi) est(xi)). |
| Researcher Affiliation | Academia | Cees Witteveen and Michel Wilson and Tomas Klos Algorithmics group, Department of Computer and Software Technology, Delft University of Technology, NL-2628 CD, Delft, The Netherlands |
| Pseudocode | No | The paper describes mathematical formulations (LPs) and procedures in paragraph form, but it does not contain a clearly labeled “Pseudocode” or “Algorithm” block. |
| Open Source Code | No | The paper does not provide any information or links regarding the availability of open-source code for the described methodology. |
| Open Datasets | No | The paper is theoretical and does not conduct experiments on datasets, so there is no information about data availability. |
| Dataset Splits | No | The paper is theoretical and does not conduct experiments with datasets, so there is no information about training, validation, or test splits. |
| Hardware Specification | No | The paper is theoretical and does not describe empirical experiments, therefore no hardware specifications are mentioned. |
| Software Dependencies | No | The paper mentions using “LP” (Linear Programming) as a framework, but it does not specify any particular software, libraries, or solvers with version numbers. |
| Experiment Setup | No | The paper is theoretical and does not describe empirical experiments, so there is no mention of an experimental setup or hyperparameters. |