Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in [1].
Efficiency and Complexity of Price Competition Among Single-Product Vendors
Authors: Ioannis Caragiannis, Xenophon Chatzigeorgiou, Panagiotis Kanellopoulos, George A. Krimpas, Nikos Protopapas, Alexandros A. Voudouris
IJCAI 2015 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | We model the behaviour of buyers and vendors as a two-stage fullinformation game and study a series of questions related to the existence, efficiency (price of anarchy) and computational complexity of equilibria in this game. To overcome situations where equilibria do not exist or exist but are highly inefficient, we consider the scenario where some of the vendors are subsidized in order to keep prices low and buyers highly satisfied. |
| Researcher Affiliation | Academia | Ioannis Caragiannis, Xenophon Chatzigeorgiou, Panagiotis Kanellopoulos George A. Krimpas, Nikos Protopapas, Alexandros A. Voudouris University of Patras & CTI Diophantus |
| Pseudocode | No | The paper describes algorithms in prose (e.g., 'Candidate Price works as follows', 'Enumerate works as follows') but does not include structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper is theoretical and does not mention releasing any source code for its methodology. |
| Open Datasets | No | The paper is theoretical and does not involve datasets for training or experimentation. |
| Dataset Splits | No | The paper is theoretical and does not involve dataset splits for validation. |
| Hardware Specification | No | The paper is theoretical and does not describe any hardware used for experiments. |
| Software Dependencies | No | The paper is theoretical and does not mention any specific software dependencies with version numbers for experimental replication. |
| Experiment Setup | No | The paper is theoretical and does not describe an experimental setup with hyperparameters or training configurations. |