Two dimensional optimization problems in Actuarial Mathematics
Two dimensional optimization problems in Actuarial Mathematics
Disciplines
Mathematics (100%)
Keywords
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Actuarial Mathematics,
Optimal Dividend Payments,
Risk Theory,
Ruin Probability,
Free Boundary Value Problems
An insurance company, planning its business for the next couple of years, has first of all to evaluate its current state. In classical Actuarial Mathematics two approaches are mainly used. The first one, going back to F. Lundberg, tries to estimate the probability for an eventual ruin of the company. In order to do this, one has first to establish a probabilistic model for the time evolution of the wealth of the company. Dependent on the chosen model, one is able to give either explicit expressions, approximative values or upper estimates for the ruin probability. The second approach goes back to the Italian actuar B. de Finetti. He considered the ruin probability approach as being too conservative and suggested an alternative. His approach uses the maximal discounted dividend payments an insurance company is able to pay its shareholders in the future. Again, depending on the nature of the probabilistic model of the endowment process, more or less explicit results for the optimal dividend strategy on the one hand, and for the maximal possible payments on the other hand are possible. What we have described so far concerns the one-dimensional situation, i.e. we consider one insurance company and its wealth process. Nowadays it is very well understood. This is certainly not true for the higher dimensional case, i.e., if one tries to estimate ruin probabilities or optimal dividend payments for several companies. Only very recently there have been some publications in this direction. Our aim is to contribute to the literature in this field and to focus first of all on the two dimensional case. Let us finally describe very briefly one specific problem, namely the dividend optimization problem for two companies. In this model the companies are not only allowed to pay dividends to its shareholders, but they can collaborate. This means, e.g., that, if the situation becomes critical for company A, company B is allowed to help by transfer payments. The aim is to maximize the aggregated value of the dividend payments of both companies. The mathematical problem is now, to find out the optimal instances for these payments. Similar problems can be formulated for the ruin probability approach as well.
An insurance company which plans its business activities for the future should first analyze the current situation. In actuarial mathematics, two main approaches are used. The first goes back to F. Lundberg and tries to estimate the ruin probability of the company. Here it is necessary to develop a probabilistic model for the time development of the company's wealth. The second approach was introduced by the Italian actuary B. de Finetti, to whom the above approach seemed to be too conservative. His alternative: The company should be evaluated by how much dividends it can pay to its shareholders in the future. These considerations only concern the one-dimensional situation, i.e. one deals with one insurance company and its wealth process. In our project we investigated the case of two companies that are allowed to collaborate, which is not well studied in the literature. This means that if the situation for company A becomes critical, company B is allowed to help with transfer payments. The aim of both companies is to minimize the ruin probability. In our simplest model, it is optimal that the company with currently lower wealth is maximally supported by the other company. For more general models we also provide an optimal strategy. In some cases, the minimal ruin probability can be calculated explicitly. If transfer payments are made in order to maximize the total dividend payments, we can explicitly describe the optimal strategy in our model, i.e. the amount of transfer payments and the dividends at any point in time.
- Technische Universität Wien - 100%
Research Output
- 63 Citations
- 10 Publications
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2020
Title Ruin probability in a two-dimensional model with correlated Brownian motions DOI 10.1080/03461238.2020.1845788 Type Journal Article Author Grandits P Journal Scandinavian Actuarial Journal Pages 362-379 Link Publication -
2019
Title Aggregation of Au( i )-complexes on amorphous substrates governed by aurophilicity DOI 10.1039/c9dt03049b Type Journal Article Author Gründlinger P Journal Dalton Transactions Pages 14712-14723 Link Publication -
2018
Title Some notes on Sonine–Gegenbauer integrals DOI 10.1080/10652469.2018.1538215 Type Journal Article Author Grandits P Journal Integral Transforms and Special Functions Pages 128-137 Link Publication -
2019
Title A ruin problem for a two-dimensional Brownian motion with controllable drift in the positive quadrant DOI 10.4213/tvp5276 Type Journal Article Author Grandits P Journal Teoriya Veroyatnostei i ee Primeneniya Pages 811-823 -
2019
Title Optimal control and the value of information for a stochastic epidemiological SIS-model DOI 10.1016/j.jmaa.2019.04.005 Type Journal Article Author Grandits P Journal Journal of Mathematical Analysis and Applications Pages 665-695 Link Publication -
2019
Title On the gain of collaboration in a two dimensional ruin problem DOI 10.1007/s13385-019-00193-2 Type Journal Article Author Grandits P Journal European Actuarial Journal Pages 635-644 Link Publication -
2021
Title An Alexandrov-Bakelman-Pucci estimate for an anisotropic Laplacian with positive drift in unbounded domains DOI 10.1016/j.jde.2021.08.039 Type Journal Article Author Grandits P Journal Journal of Differential Equations Pages 183-213 Link Publication -
2021
Title Asymptotics of the hitting probability for a small sphere and a two dimensional Brownian motion with discontinuous anisotropic drift DOI 10.3150/20-bej1257 Type Journal Article Author Grandits P Journal Bernoulli Link Publication -
2018
Title A two-dimensional dividend problem for collaborating companies and an optimal stopping problem DOI 10.1080/03461238.2018.1498387 Type Journal Article Author Grandits P Journal Scandinavian Actuarial Journal Pages 80-96 Link Publication -
2020
Title Bayesian sequential testing with expectation constraints* DOI 10.1051/cocv/2019045 Type Journal Article Author Ankirchner S Journal ESAIM: Control, Optimisation and Calculus of Variations Pages 51 Link Publication