Paper: arXiv 2408.16989
Authors: Tim J. Boonen, Engel John C. Dela Vega
Abstract
This paper considers an insurance company that faces two key constraints: a ratcheting dividend constraint and an irreversible reinsurance constraint. The company allocates part of its reserve to pay dividends to its shareholders while strategically purchasing reinsurance for its claims. The ratcheting dividend constraint ensures that dividend cuts are prohibited at any time. The irreversible reinsurance constraint ensures that reinsurance contracts cannot be prematurely terminated or sold to external entities. The dividend rate and reinsurance level are modeled as nondecreasing processes, thereby satisfying the constraints. Claims are modeled using a Brownian risk model. The main objective is to maximize the cumulative expected discounted dividend payouts until the time of ruin. The reinsurance and dividend levels are restricted to a finite set. The optimal value function is shown to be the unique viscosity solution of the corresponding Hamilton-Jacobi-Bellman equation. A threshold strategy is constructed and shown to be optimal. Finally, numerical examples are presented to illustrate the optimality conditions and optimal strategies.
Complexity vs Empirical Score
- Math Complexity: 8.0/10
- Empirical Rigor: 3.0/10
- Quadrant: Lab Rats — theoretically deep, empirically untested
Why this score: The paper presents a rigorous theoretical formulation using Hamilton-Jacobi-Bellman equations, viscosity solutions, and stochastic optimal control to address dynamic ratcheting and irreversible constraints. While mathematically complete and novel in its multi-constraint framework, it lacks empirical validation with real-world insurance claim datasets, relying instead on stylized numerical simulations.
Research Flowchart
flowchart TD
A[Research Goal: Maximize Expected Discounted Dividends<br>under Ratcheting Dividends & Irreversible Reinsurance] --> B[Model Formulation:<br>Brownian Risk Model with Nondecreasing Controls]
B --> C[Derive Hamilton-Jacobi-Bellman<br>HJB Equation]
C --> D[Prove Unique Viscosity Solution<br>for Optimal Value Function]
D --> E[Construct Optimal Threshold Strategy]
E --> F[Numerical Analysis & Verification]
F --> G[Key Outcome: Validated Optimal Dividend<br>& Reinsurance Policy before Ruin]
Cited References (275)
- Stochastic Calculus and Applications (2015)
- Stochastic Linear-Quadratic Optimal Control Theory: Differential Games and Mean-Field Problems (2020)
- Stochastic Linear-Quadratic Optimal Control Theory: Open-Loop and Closed-Loop Solutions (2020)
- Aspects of Risk Theory (1991)
- Applied Conic Finance (2020)
- Controlled Stochastic Processes (1979)
- Controlled Markov Processes and Viscosity Solutions (2005)
- Robust Statistics (2009)
and 267 more
- Stochastic Control in Insurance (2008)
- Nonlinear Expectations and Stochastic Calculus under Uncertainty: with Robust CLT and G-Brownian Motion (2019)
- Stochastic Integration and Differential Equations (2005)
- Stochastic Optimal Control: The Discrete-Time Case (1978)
- Hidden Markov Models: Estimation and Control (1995)
- Stochastic Controls: Hamiltonian Systems and HJB Equations (1999)
- Topological Vector Spaces (1971)
- Markov Processes and Controlled Markov Chains (2002)
- Stochastic Finance: An introduction in discrete time (2016)
- Probabilistic Theory of Mean Field Games with Appllications I. Mean Field FBSDEs, Control, and Games (2018)
- Algorithmic and High-Frequency Trading (2015)
- Linear Operators Part I: General Theory (1958)
- Foundations of Quantization for Probability Distributions (2000)
- Partial Differential Equations: Analytical Solution Techniques (2000)
- Hybrid Switching Diffusions: Properties and Applications (2010)
- Backward Stochastic Differential Equations: From Linear to Fully Nonlinear Theory (2017)
- Convex Analysis (1970)
- Convex Analysis and Variational Problems (1999)
- Set-Valued Analysis (2009)
- Optimization and Nonsmooth Analysis (1990)
- Optimal Control (2000)
- Continuous-time Stochastic Control and Optimization with Financial Applications (2009)
- Convex Optimization Theory (2009)
- Stochastic Optimization in Insurance: A Dynamic Programming Approach (2014)
- Numerical Solution of Stochastic Differential Equations with Jumps in Finance (2010)
- Income, Saving, and the Theory of Consumer Behavior (1949)
- Perturbation Analysis of Optimization Problems (2000)
- Conjugate Duality and Optimization (1974)
- Optimal Control Theory for Infinite Dimensional Systems (1995)
- Dynamic risk measures. R obust representation and examples (2009)
- The proposed homotopy analysis technique for the solution of nonlinear problems (1992)
- Modelling Electricity Price Risk (2003)
- Comparisons for backward stochastic differential equations on M arkov chains and related no-arbitrage conditions (2010)
- Solutions of backward stochastic differential equations on M arkov chains (2008)
- A M arkovian regime-switching stochastic differential game for portfolio risk minimization (2008)
- Duality in constrained optimal investment and consumption problems: a synthesis (2003)
- Adapted solution of a backward stochastic differential equation (1990)
- Option pricing and E sscher transform under regime switching (2005)
- Option pricing and filtering with hidden M arkov-modulated pure-jump processes (2013)
- Pricing regime-switching risk in an HJM interest rate environment (2016)
- Stochastic differential game, E sscher transform and general equilibrium under a M arkovian regime-switching L évy model (2013)
- The H eath- J arrow- M orton Model with Regime Shifts and Jumps Priced (2018)
- Filtering with Discrete State Observations (1999)
- Regime Switching and E uropean Options (2002)
- Option pricing for pure jump processes with M arkov switching compensators (2006)
- Option Pricing by E sscher Transforms (1994)
- On the probability function in the collective theory of risk (1932)
- Pricing Options Under a Generalized M arkov-Modulated Jump-Diffusion Model (2007)
- A partially observed control problem for M arkov chains (1992)
- A stochastic maximum principle for a M arkov regime-switching jump-diffusion model and its application to finance (2012)
- An HMM approach for optimal investment of an insurer (2012)
- Asset allocation under stochastic interest rate with regime switching (2012)
- Dynamic programming for a M arkov-switching jump-diffusion (2014)
- Towards the optimal control of M arkov chains with constraints (2010)
- Access and service rate control in queuing system (2008)
- Optimal control problem regularization for the M arkov process with finite number of states and constraints (2016)
- Methods to Design Optimal Control of M arkov Process with Finite State Set in the Presence of Constraints (2011)
- A G irsanov Type Theorem Under G -Framework (2011)
- $G$ -Expectation, $G$-Brownian Motion and Related Stochastic Calculus of I t^ o Type (2007)
- Multi-dimensional $G$-Brownian motion and related stochastic calculus under $G$ -expectation (2008)
- Martingales and stochastic integrals in the theory of continuous trading (1981)
- Properties of solutions of stochastic differential equations with continuous-state-dependent switching (2010)
- Strategic Asset Allocation Under a Fractional Hidden M arkov Model (2014)
- An application of hidden M arkov models to asset allocation problems (1997)
- Dynamic asset allocation for varied financial markets under regime switching framework (2014)
- Pricing of discount bonds with a M arkov switching regime (2014)
- On M arkov-modulated Exponential-affine Bond Price Formulae (2009)
- A M arkov regime switching jump-diffusion model for the pricing of portfolio credit derivatives (2013)
- The estimation of the parameters of a linear regression system obeying two separate regimes (1958)
- A M arkov model for switching regressions (1973)
- American options with regime switching (2002)
- Bond valuation under a discrete-time regime-switching term-structure model and its continuous-time extension (2011)
- A new approach to the economic analysis of nonstationary time series and the business cycle (1989)
- Sufficient Stochastic Maximum Principle in a Regime-Switching Diffusion Model (2011)
- Sufficient Stochastic Maximum Principle for the Optimal Control of Jump Diffusions and Applications to Finance (2004)
- Maximum Principle for M arkov Regime-Switching Forward–Backward Stochastic Control System with Jumps and Relation to Dynamic Programming (2018)
- Backward stochastic differential equations in finance (1997)
- Backward stochastic differential equations and applications to optimal control (1993)
- Maximum Principles for Optimal Control of Forward-Backward Stochastic Differential Equations with Jumps (2010)
- Maximum Principles of Markov Regime-Switching Forward–Backward Stochastic Differential Equations with Jumps and Partial Information (2017)
- Utility-based indifference pricing in regime-switching models (2011)
- Optimal investment-reinsurance with dynamic risk constraint and regime switching (2013)
- Markets as a counterparty: A n introduction to conic finance (2010)
- Coherent Measures of Risk (1999)
- New measure for performance evaluation (2009)
- Structured products equilibria in conic two price markets (2012)
- A two price theory of financial equilibrium with risk management implications (2012)
- Two price economies in continuous time (2014)
- Asset pricing theory for two price economies (2015)
- Asset pricing theory for two price economies
- Conic asset pricing and the costs of price fluctuations (2019)
- On law invariant coherent risk measures (2001)
- Conic coconuts: the pricing of contingent capital notes using conic finance (2011)
- Conic finance and the corporate balance sheet (2013)
- Financial equilibrium with non-linear valuations (2018)
- Nonlinear equity valuation using conic finance and its regulatory implications (2019)
- Coherent risk measures on general probability spaces (2002)
- $G$-Brownian Motion and Dynamic Risk Measure under Volatility Uncertainty (2007) — link
- Filtering with uncertain noise (2017)
- Stochastic volatility with regime switching and uncertain noise: filtering with sub-linear expectations (2017)
- Multi-dimensional central limit theorems and laws of large numbers under sublinear expectations (2015)
- Strict comparison theorems under sublinear expectations (2017)
- Sublinear expectations and martingales in discrete time (2018) — link
- Dynamically Consistent Nonlinear Evaluations and Expectations (2005)
- Characteristic functions and option valuation in a M arkov chain market (2011)
- A general theory of finite state backward stochastic difference equations (2010)
- Conditional and dynamic convex risk measures (2005)
- Dynamic monetary risk measures for bounded discrete-time processes (2006)
- On dynamic spectral risk measures, a limit theorem and optimal portfolio allocation (2017)
- Coherent multiperiod risk adjusted values and B ellman’s principle (2007)
- Backward stochastic difference equations and nearly time-consistent nonlinear expectations (2011)
- Double martingales (1976)
- Semimartingale models of stochastic optimal control, with applications to double martingales (1980)
- Conjugate convex functions in optimal stochastic control (1973)
- Backward stochastic differential equations with enlarged filtration: Option hedging of an insider trader in a financial market with jumps (2005)
- Non-linear pricing theory and backward stochastic differential equations (1997)
- An indefinite stochastic linear quadratic optimal control problem with delay and related forward-backward stochastic differential equations (2018)
- BSDE associated with L ' e vy processes and application to PDIE (2003)
- Backward stochastic differential equations and F eynman- K ac formula for L ' e vy processes, with applications in finance (2001)
- Necessary conditions for optimal control of stochastic systems with random jumps (1994)
- Backward stochastic differential equations and integral-partial differential equations (1997)
- Backward stochastic differential equations with M arkov chains and related asymptotic properties (2013)
- Backward stochastic differential equations with M arkov switching driven by B rownian motion and P oisson random measure (2015)
- A general comparison theorem for backward stochastic differential equations (2010)
- A generalized dynamic programming principle and H amilton- J acobi- B ellman equation (1992)
- Backward equations, stochastic control and zero-sum stochastic differential games (1995)
- Backward stochastic differential equations associated with L ' e vy processes and partial integro-differential equations (2008)
- Nonlinear D oob- M eyer decomposition with jumps (2003)
- On the worst conditional expectation (2003)
- Modelling asset prices for algorithmic and high-frequency trading (2013)
- Algorithmic trading, stochastic control, and mutually exciting processes (2018)
- Mean-field game strategies for optimal execution (2019)
- Convex analysis for LQG systems with applications to major-minor LQG mean-field game systems (2020)
- Mean-field games with differing beliefs for algorithmic trading (2020)
- Constrained utility deviation-risk optimization and time-consistent HJB equation (2020)
- Constrained quadratic risk minimization via forward and backward stochastic differential equations (2018)
- Quantization meets F ourier: a new technology for pricing options (2019)
- Conic quantization: stochastic volatility and market implied liquidity (2020)
- Reflected and doubly reflected BSDE s with jumps: A priori estimates and comparison (2008)
- BSDE s with regime switching: Weak convergence and applications (2013)
- Homotopy analysis method for option pricing under stochastic volatility (2011)
- Pricing options in a M arkov regime switching model with a random accelaration for the volatility (2016)
- Asymptotic option pricing under the CEV diffusion (2011)
- A general version of the fundamental theorem of asset pricing (1994)
- The pricing of options and corporate liabilities (1973)
- Theory of rational option pricing (1973)
- Option pricing when underlying stock returns are discontinuous (1976)
- Options and efficiency (1976)
- The valuation of options for alternative stochastic processes (1976)
- Martingales and arbitrage in multiperiod securities markets (1979)
- A closed-form solution for options with stochastic volatility with applications to bond and currency options (1993)
- Option valuation using the fast F ourier transform (1999)
- Coherent and convex monetary risk measures for bounded c' a dl' a g processes (2004)
- Coherent and convex monetary risk measures for unbounded c' a dl' a g processes (2005)
- Convex measures of risk and trading constraints (2002)
- Robust prefernces and convex measures of risk (2002)
- Recursive multiple-priors (2003)
- Dynamic conic finance: P ricing and hedging in market models with transaction costs via dynamic coherent acceptability indices (2013)
- No-arbitrage principle in conic finance (2020)
- Representing filtration consistent nonlinear expectations as $g$ -expectations in general probability spaces (2012)
- A converse comparison theorem for discrete-rime finite-state BSDE s and risk measures using $g$ -expectation (2013)
- Backward doubly stochastic differential equations with M arkov chains and a comparison theorem (2020)
- Benchmarking in two price financial markets (2016)
- Conic option pricing (2017)
- Dilatation monotone risk measures are law invariant (2007)
- Distribution-invariant risk measures, information, and dynamic consistency (2006)
- Dilatation monotone and comonotonic additive risk measures represented as C hoquet integrals (2006)
- Law invariant convex risk measures (2005)
- On a class of law invariant convex risk measures (2011)
- Multi-valued backward stochastic differential equations with regime switching (2019)
- Mean-field stochastic linear quadratic optimal control problems: closed-loop solvability (2016)
- Linear-quadratic optimal control problems for mean-field stochastic differential equations – time-consistent solutions (2017)
- Multiscale stochastic volatility asymptotics (2003)
- Backward stochastic differential equations and partial differential equations with quadratic growth (2000)
- Constrained stochastic LQ control with random coefficients, and application to portfolio selection (2005)
- Backward stochastic differential equations with continuous coefficient (1997)
- The stochastic maximum principle for linear, convex optimal control with random coefficients (1995)
- Effective approximation methods for constrained utility maximization with drift uncertainty (2022)
- Contributions to the theory of optimal control (1960)
- On a matrix R iccati equation of stochastic control (1968)
- Conjugate convex functions in optimal control and the calculus of variations (1970)
- Constrained quadratic risk minimization via forward and backward stochastic differential equations (2018)
- Convex duality in constrained mean-variance portfolio optimization (2007)
- General linear quadratic optimal stochastic control problems with random coefficients: linear stochastic H amilton systems and backward stochastic R iccati equations (2003)
- Dynamic programming for general linear quadratic optimal stochastic control with random coefficients (2015)
- Dynamic mean-variance portfolio selection with no-shorting constraints (2002)
- The asymptotic elasticity of utility functions and optimal investment in incomplete markets (1999)
- Linear forward-backward stochastic differential equations with random coefficients (2006)
- Bellman equations for scalar linear convex stochastic control problems (2020)
- Solution of a class of stochastic linear-convex control problems using deterministic equivalents (1989)
- A stochastic maximum principle for linear quadratic problem with nonconvex control domain (2019)
- Set-valued backward stochastic differential equations (2021) — link
- Linear-convex control and duality (2008)
- Maximum principle of optimal stochastic control with terminal state constraint and its application in finance (2018)
- Optimal moral-hazard-free reinsurance under extended distortion premium principles — → 2304.08819
- Optimal dynamic reinsurance policies under a generalized D enneberg’s absolute deviation principle (2020)
- Diffusion approximations in collective risk theory (1969)
- Optimal risk and dividend distribution control models for an insurance company (2000)
- A diffusion approximation for the ruin function of a risk process with compounding assets (1975)
- Optimal dynamic reinsurance policies for large insurance portfolios (2003)
- Optimal risk control for the excess of loss reinsurance policies (2010)
- Ruin problems with compounding assets (1977)
- Diffusion approximations for a risk process with the possibility of borrowing and investment (1994)
- Optimal dynamic reinsurance under heterogeneous beliefs and CARA utility (2022)
- Premium calculation by transforming the layer premium density (1996)
- Optimal investment-reinsurance policy with regime switching and value-at-risk constraint (2020)
- Optimal investment-reinsurance with dynamic risk constraint and regime switching (2013)
- Minimizing the probability of ruin when claims follow B rownian motion with drift (2005)
- On optimal proportional reinsurance and investment in a M arkovian regime-switching economy (2012)
- Markov-modulated diffusion risk models (2007)
- Optimal portfolios with regime switching and value-at-risk constraint (2010)
- Optimal reinsurance and asset allocation under regime switching (2015)
- Constrained investment–reinsurance optimization with regime switching under variance premium principle (2016)
- Optimal control of the risk process in a regime-switching environment (2011)
- Optimal proportional reinsurance and investment with regime-switching for mean–variance insurers (2013)
- International asset allocation with regime shifts (2002)
- A class of approximations of ruin probabilities (1977)
- Approximations for the probability of ruin within finite time (1984)
- Risk theory in a M arkovian environment (1989)
- On the probability of ruin in a M arkov-modulated risk model (2005)
- Optimal insurance to maximize exponential utility when premium is computed by a convex functional — → 2401.08094
- Optimal ratcheting of dividends in insurance (2020)
- Bowley-optimal convex premium principles under exponential utility (May 4, 2023)
- Optimal reinsurance under convex principles of premium calculation (2005)
- On convex principles of premium calculation (1985)
- Optimal insurance to maximize RDEU under a distortion-deviation premium principle (2022)
- Linear convex stochastic optimal control with applications in production planning (1973)
- Reinforcement learning for linear-convex models with jumps via stability analysis of feedback controls (2023)
- The asymptotic elasticity of utility functions and optimal investment in incomplete markets (1999)
- Dual formulation of the utility maximization problem: the case of nonsmooth utility (2004)
- User’s guide to viscosity solutions of second order partial differential equations (1992)
- A pseudo- M arkov property for controlled diffusion processes (2016)
- Controlling risk exposure and dividends payout schemes: Insurance company example (1999)
- Optimal ratcheting of dividends in a B rownian risk model (2022)
- Optimality results for dividend problems in insurance (2009)
- Strategies for dividend distribution: A review (2009)
- Su un’Impostazione Altervativa della Teoria Collettiva del Rischio (1957)
- A note on realistic dividends in actuarial surplus models (2016)
- Dividend policy and signaling by insurance companies (1993)
- Dividends: From refracting to ratcheting (2018)
- Dusenberry’s ratcheting of consumption: Optimal dynamic consumption and investment given intolerance for any decline in standard of living (1995)
- Optimal dividend strategies for two collaborating insurance companies (2017)
- Optimal dividend strategies of two collaborating businesses in the diffusion approximation model (2018)
- On the gain of collaboration in a two dimensional ruin problem (2019)
- A two-dimensional dividend problem for collaborating companies and an optimal stopping problem (2019)
- Optimal dividend payments for a two-dimensional insurance risk process (2019)
- Optimal singular dividend problem under the S parre A ndersen model (2020)
- Irreversible reinsurance: A singular control approach (2022)
- Controlled diffusion models for optimal dividend pay-out (1997)
- Optimal risk control and dividend distribution policies. E xample of excess-of loss reinsurance for an insurance corporation (2000)
- Classical and impulse control for the optimization of dividend and proportional reinsurance policies with regime switching (2010)
- Optimal reinsurance problem under fixed cost and exponential preferences (2021)
- Pricing catastrophe insurance futures call spreads: A randomized operational time approach (1996)
- Optimal control under a dynamic fuel constraint (2005)
- Irreversibility and aggregate investment (1994)
- An optimal extraction problem with price impact (2021)
- Optimal dividend payments when cash reserves follow a jump-diffusion process (2010)
- A Lé vy risk model with ratcheting dividend strategy and historic high-related stopping (2020)
- Spectrally negative Lé vy risk model under mixed ratcheting-periodic dividend strategies (2024)
- The dual risk model under a mixed ratcheting and periodic dividend strategy (2023)
- Optimal dividend distribution under drawdown and ratcheting constraints on dividend rates (2019)
- Irreversible reinsurance: minimization of capital injections in presence of a fixed cost (2024)
- SDE s with oblique reflection on nonsmooth domains (1993)
- Optimization of the flow of dividends (1995)
- Optimal ratcheting of dividends with capital injection (2024)
- On the optimal stopping problem for one-dimensional diffusions (2003)
- Fluctuations of L' e vy Processes with Applications: Introductory Lectures (2014)
2 of 275 cited works are in the corpus; resolved via arXiv source bundles, Semantic Scholar and OpenAlex. Corpus-wide: 2518 linked papers.