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Generalize techniques to multi-item exchange environments

Generalize the approximation and analysis techniques developed for single-item exchange to multi-item exchange environments, and determine whether simple affine fee-setting mechanisms can deliver constant-factor approximations to optimal intermediary revenue (and surplus) in these multi-item settings.

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Background

The paper’s techniques rely on properties of single-dimensional types (virtual values, hazard rates) to analyze simple fee-setting mechanisms. Extending to multi-item environments introduces combinatorial allocation and multi-dimensional incentive issues that may challenge these methods.

Understanding whether similar simple mechanisms remain effective in multi-item markets would significantly widen the scope of practical platform pricing and fee design.

References

There are many open questions left that might be interesting for future works on this topic: Can we generalize techniques provided in this paper to other exchange environments such as multi-item environments?

Simple and Near-Optimal Mechanisms For Market Intermediation (1409.2597 - Niazadeh et al., 2014) in Conclusions and open questions