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Improved Hardness Results for the Clearing Problem in Financial Networks with Credit Default Swaps

Simon Dohn, Kristoffer Arnsfelt Hansen, Asger Klinkby

TL;DR

Two natural decision problems in financial networks of banks connected by debt contracts and credit default swaps are shown to be $\exists\mathbb{R}$-complete, complementing previous $\mathrm{NP}$-hardness results for the approximate setting.

Abstract

We study computational problems in financial networks of banks connected by debt contracts and credit default swaps (CDSs). A main problem is to determine \emph{clearing} payments, for instance right after some banks have been exposed to a financial shock. Previous works have shown the $\varepsilon$-approximate version of the problem to be $\mathrm{PPAD}$-complete and the exact problem $\mathrm{FIXP}$-complete. We show that $\mathrm{PPAD}$-hardness hold when $\varepsilon \approx 0.101$, improving the previously best bound significantly. Due to the fact that the clearing problem typically does not have a unique solution, or that it may not have a solution at all in the presence of default costs, several natural decision problems are also of great interest. We show two such problems to be $\exists\mathbb{R}$-complete, complementing previous $\mathrm{NP}$-hardness results for the approximate setting.

Improved Hardness Results for the Clearing Problem in Financial Networks with Credit Default Swaps

TL;DR

Two natural decision problems in financial networks of banks connected by debt contracts and credit default swaps are shown to be -complete, complementing previous -hardness results for the approximate setting.

Abstract

We study computational problems in financial networks of banks connected by debt contracts and credit default swaps (CDSs). A main problem is to determine \emph{clearing} payments, for instance right after some banks have been exposed to a financial shock. Previous works have shown the -approximate version of the problem to be -complete and the exact problem -complete. We show that -hardness hold when , improving the previously best bound significantly. Due to the fact that the clearing problem typically does not have a unique solution, or that it may not have a solution at all in the presence of default costs, several natural decision problems are also of great interest. We show two such problems to be -complete, complementing previous -hardness results for the approximate setting.
Paper Structure (26 sections, 16 theorems, 25 equations, 15 figures)

This paper contains 26 sections, 16 theorems, 25 equations, 15 figures.

Key Result

Proposition 1

$\textup{Quad}([0,1]^n)$ is $\exists\mathbb{R}$-hard.

Figures (15)

  • Figure 1: Example diagram of financial network.
  • Figure 2: Financial network gadget with input bank $u$ and output bank $v$.
  • Figure 3: $\mathsf{NAND}$ gadget
  • Figure 4: $\mathsf{PURIFY}$ gadget
  • Figure 5: Input gadget.
  • ...and 10 more figures

Theorems & Definitions (32)

  • Proposition 1
  • Corollary 1
  • proof
  • Definition 1: Clearing recovery rate vector
  • Definition 2: Non-degeneracy
  • Definition 3: $\varepsilon$-approximate clearing recovery rate vector
  • Theorem 1
  • Definition 4
  • Definition 5
  • Theorem 2: Deligkas et al. DeligkasFHM22-Pure-Circuit
  • ...and 22 more