Gradient-based local formulations of the Vickrey-Clarke-Groves mechanism for truthful minimization of social convex objectives.
Autom.(2023)
摘要
We propose a gradient-based iterative method yielding a truthfulness preserving implementation of the Vickrey-Clarke-Groves mechanism for minimization of social convex objectives. The approach is guaranteed to return, in the limit, the same efficient outcomes of the VCG method, while improving its privacy limitations and reducing its communication requirements. Its performance is investigated through an illustrative example of vehicles coordination.(c) 2023 Elsevier Ltd. All rights reserved.
更多查看译文
关键词
social convex objectives,truthful minimization,local formulations,gradient-based
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要