A Splitting Method for Band Control of Brownian Motion: With Application to Mutual Reserve Optimization

Author:

Bensoussan Alain1ORCID,Liu John J.2ORCID,Yuan Jiguang3ORCID

Affiliation:

1. International Center for Decision and Risk Analysis, Naveen Jindal School of Management, University of Texas at Dallas, Richardson, Texas 75083;

2. Department of Logistics and Maritime Studies, Hong Kong Polytechnic University, Kowloon 999077, Hong Kong;

3. One Plus One AI Research, Vancouver, British Columbia V5R 5W2, Canada

Abstract

As well studied in the operations research literature, optimization of a mutual reserve system (e.g., federal reserves) and a nonmutual one such as regular inventory systems requires solving simultaneous systems of quasi-variational inequalities, of which analytical solutions in closed form remain unattainable and computational solutions are still intractable. Thus far, the studies of reserve optimization are of intra-nations (e.g., central bank reserves) as opposed to inter-nations (e.g., COVID vaccine reserves of the United Nations). In this paper, we advance a method of computational analytics for mutual reserve optimization, with an international perspective in response to the intensifying challenge on global medical reserves during the COVID pandemic. A solution algorithm is developed in the context of maritime mutual insurances (a long existent international mutual reserve system) and then tested through comprehensive numerical experiments.

Publisher

Institute for Operations Research and the Management Sciences (INFORMS)

Subject

Management Science and Operations Research,Computer Science Applications

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