Finding Clearing Payments in Financial Networks with Credit Default Swaps is PPAD-complete. Schuldenzucker, S., Seuken, S., & Battiston, S. Proceedings of the 8th Innovations in Theoretical Computer Science (ITCS) Conference, ACM, Berkeley, CA, USA, 2017.
Finding Clearing Payments in Financial Networks with Credit Default Swaps is PPAD-complete [link]Paper  abstract   bibtex   
We consider the problem of clearing a system of interconnected banks that have been exposed to a shock on their assets. Eisenberg and Noe (Management Science, 2001) showed that when banks can only enter into simple debt contracts with each other, then a clearing vector of payments can be computed in polynomial time. In this paper, we show that the situation changes radically when banks can also enter into credit default swaps (CDSs), i.e., financial derivative contracts that depend on the default of another bank. We prove that computing an approximate solution to the clearing problem with sufficiently small constant error is PPAD-complete. To do this, we demonstrate how financial networks with debt and CDSs can encode arithmetic operations such as addition and multiplication. Our results have practical impact for network stress tests and reveal computational complexity as a new concern regarding the stability of the financial system.
@article{schuldenzucker2017clearing,
abstract = {We consider the problem of clearing a system of interconnected banks that have been exposed to a shock on their assets. Eisenberg and Noe (Management Science, 2001) showed that when banks can only enter into simple debt contracts with each other, then a clearing vector of payments can be computed in polynomial time. In this paper, we show that the situation changes radically when banks can also enter into credit default swaps (CDSs), i.e., financial derivative contracts that depend on the default of another bank. We prove that computing an approximate solution to the clearing problem with sufficiently small constant error is PPAD-complete. To do this, we demonstrate how financial networks with debt and CDSs can encode arithmetic operations such as addition and multiplication. Our results have practical impact for network stress tests and reveal computational complexity as a new concern regarding the stability of the financial system.},
address = {Berkeley, CA, USA},
author = {Schuldenzucker, Steffen and Seuken, Sven and Battiston, Stefano},
journal = {Proceedings of the 8th Innovations in Theoretical Computer Science (ITCS) Conference},
keywords = {DOLFINS{\_}T1.4,DOLFINS{\_}WP1},
mendeley-tags = {DOLFINS{\_}T1.4,DOLFINS{\_}WP1},
publisher = {ACM},
title = {{Finding Clearing Payments in Financial Networks with Credit Default Swaps is PPAD-complete}},
url = {http://drops.dagstuhl.de/opus/frontdoor.php?source{\_}opus=8155},
year = {2017}
}

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