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🌐 Entity
Vickrey–Clarke–Groves mechanism
Method of making choices that maximises utility
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📌 Topics
- AI Monetization (1)
- Algorithmic Mechanism Design (1)
- Computational Optimization (1)
🏷️ Keywords
generative advertising (1) · large language models (1) · VCG mechanism (1) · multi-fidelity optimization (1) · social welfare (1) · arXiv (1) · algorithmic economics (1)
📖 Key Information
In mechanism design, the Vickrey–Clarke–Groves (VCG) mechanism is a generic truthful mechanism for achieving a socially optimal solution whenever monetary transfers are available. It generalizes the Vickrey–Clarke–Groves auction into a general-purpose mechanism for social choice, which can be used to select any outcome from a set of possible outcomes. However, the VCG mechanism also has several problems which keep it from fully solving the public goods problem, including its vulnerability to collusion and the issue of participants failing to pay their bids.
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