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Non-Gaussian noise-enhanced stochastic rate oscillations in CO oxidation on nanometer-sized Pd particles
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作者 GONG YuBing LIN Xiu HAO YingHang 《Science China Chemistry》 SCIE EI CAS 2010年第11期2343-2348,共6页
The effect of non-Gaussian colored noise(NGN),mainly its departure q from the Gaussian noise,on the optimal ISRO of CO oxidation on nanometer-sized Pd particles was studied.It was found that the ISRO in the absence of... The effect of non-Gaussian colored noise(NGN),mainly its departure q from the Gaussian noise,on the optimal ISRO of CO oxidation on nanometer-sized Pd particles was studied.It was found that the ISRO in the absence of external noise can still be enhanced when the NGN is applied.Specifically,the ISRO varies with changing q and becomes more regular at an appropriate q value,and when q is optimal,the ISRO becomes the most regular.Because the departure q from the Gaussian noise determines the probability distribution function and hence may denote the types of noise,this result shows that different types of external noise can enhance the ISRO of CO oxidation,and non-Gaussian noise may enhance the ISRO more greatly than the Gaussian noise.Therefore,non-Gaussian noise could play more effective roles in the catalytic process of CO oxidation on nanometer-sized Pd particles. 展开更多
关键词 non-Gaussian colored noise catalytic CO oxidation on nanometer Pd particles intrinsic stochastic rate oscillation coherence resonance
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On pricing of corporate securities in the case of jump-diffusion 被引量:1
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作者 REN Xue-min JIANG Li-shang 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2014年第2期205-216,共12页
Structural models of credit risk are known to present vanishing spreads at very short maturities. This shortcoming, which is due to the diffusive behavior assumed for asset values, can be circumvented by considering d... Structural models of credit risk are known to present vanishing spreads at very short maturities. This shortcoming, which is due to the diffusive behavior assumed for asset values, can be circumvented by considering discontinuities of the jump type in their evolution over time. In this paper, we extend the pricing model for corporate bond and determine the default probability in jump-diffusion model to address this issue. To make the problem clearly, we first investigate the case that the firm value follows a geometric Brownian motion under similar assumptions to those in Black and Scholes(1973), Briys and de Varenne(1997), i.e, the default barrier is KD (t, T) and the recovery rate is (1 -w), where D (t, T) is the price of zero coupon default free bond and w is a constant (0 〈 w 〈 1). By changing the numeraire, we obtain the closed-form solution for both the price of bond and default probability. Further, we consider the case of jump-diffusion and suppose that a firm will go bankruptcy if its value Vt 〈 KD (t, T) and at the same time, the bondholder will receive (1 - w) vt/k By introducing the Green function of PDE with absorbing boundary and converting the problem to an II-type Volterra integral equation, we get the closed-form expressions in series form for bond price and corresponding default probability. Numerical results are presented to show the impact of different parameters to credit spread of bond. 展开更多
关键词 default risk corporate bond stochastic interest rate jump diffusion process.
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An Actuarial Approach to Reload Option Valuation for a Non-tradable Risk Assets under Jump-diffusion Process and Stochastic Interest Rate 被引量:4
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作者 Cong-cong XU Zuo-liang XU 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2018年第3期451-468,共18页
We use an actuarial approach to estimate the valuation of the reload option for a non-tradable risk asset under the jump-diffusion processes and Hull-White interest rate. We verify the validity of the actuarial approa... We use an actuarial approach to estimate the valuation of the reload option for a non-tradable risk asset under the jump-diffusion processes and Hull-White interest rate. We verify the validity of the actuarial approach to the European vanilla option for non-tradable assets. The formulas of the actuarial approach to the reload option are derived from the fair premium principle and the obtained results are arbitrage. Numerical experiments are conducted to analyze the effects of different parameters on the results of valuation as well as their differences from those obtained by the no-arbitrage approach. Finally, we give the valuations of the reload options under different parameters. 展开更多
关键词 Non-tradable assets reload option actuarial approach jump-diffusion processes stochastic inter-est rate
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Upper Bounds for Ruin Probabilities under Stochastic Interest Rate and Optimal Investment Strategies 被引量:2
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作者 Jin Zhu LI Rong WU 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2012年第7期1421-1430,共10页
In this paper, we study the upper bounds for ruin probabilities of an insurance company which invests its wealth in a stock and a bond. We assume that the interest rate of the bond is stochastic and it is described by... In this paper, we study the upper bounds for ruin probabilities of an insurance company which invests its wealth in a stock and a bond. We assume that the interest rate of the bond is stochastic and it is described by a Cox-Ingersoll-Ross (CIR) model. For the stock price process, we consider both the case of constant volatility (driven by an O U process) and the case of stochastic volatility (driven by a CIR model). In each case, under certain conditions, we obtain the minimal upper bound for ruin probability as well as the corresponding optimal investment strategy by a pure probabilistic method. 展开更多
关键词 Cox Ingersoll-Ross model jump-diffusion model optimal investment Ornstein Uhlen- beck (O-U) process ruin probability stochastic interest rate
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Option Pricing under the Double Exponential Jump-Diffusion Model with Stochastic Volatility and Interest Rate 被引量:2
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作者 Rongda Chen Zexi Li +3 位作者 Liyuan Zeng Lean Yu Qi Lin Jia Liu 《Journal of Management Science and Engineering》 2017年第4期252-289,共38页
This paper proposes an efficient option pricing model that incorporates stochastic interest rate(SIR),stochastic volatility(SV),and double exponential jump into the jump-diffusion settings.The model comprehensively co... This paper proposes an efficient option pricing model that incorporates stochastic interest rate(SIR),stochastic volatility(SV),and double exponential jump into the jump-diffusion settings.The model comprehensively considers the leptokurtosis and heteroscedasticity of the underlying asset’s returns,rare events,and an SIR.Using the model,we deduce the pricing characteristic function and pricing formula of a European option.Then,we develop the Markov chain Monte Carlo method with latent variable to solve the problem of parameter estimation under the double exponential jump-diffusion model with SIR and SV.For verification purposes,we conduct time efficiency analysis,goodness of fit analysis,and jump/drift term analysis of the proposed model.In addition,we compare the pricing accuracy of the proposed model with those of the Black-Scholes and the Kou(2002)models.The empirical results show that the proposed option pricing model has high time efficiency,and the goodness of fit and pricing accuracy are significantly higher than those of the other two models. 展开更多
关键词 Option pricing model stochastic interest rate stochastic volatility Double exponential jump Markov Chain Monte Carlo with Latent Variable
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Defined Contribution Pension Planning with the Return of Premiums Clauses and HARA Preference in Stochastic Environments 被引量:1
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作者 Hao CHANG Xing-jiang CHEN 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2023年第2期396-423,共28页
This paper studies a defined contribution(DC)pension fund investment problem with return of premiums clauses in a stochastic interest rate and stochastic volatility environment.In practice,most of pension plans were s... This paper studies a defined contribution(DC)pension fund investment problem with return of premiums clauses in a stochastic interest rate and stochastic volatility environment.In practice,most of pension plans were subject to the return of premiums clauses to protect the rights of pension members who died before retirement.In the mathematical modeling,we assume that a part of pension members could withdraw their premiums if they died before retirement and surviving members could equally share the difference between accumulated contributions and returned premiums.We suppose that the financial market consists of a risk-free asset,a stock,and a zero-coupon bond.The interest rate is driven by a stochastic affine interest rate model and the stock price follows the Heston’s stochastic volatility model with stochastic interest rates.Different fund managers have different risk preferences,and the hyperbolic absolute risk aversion(HARA)utility function is a general one including a power utility,an exponential utility,and a logarithm utility as special cases.We are concerned with an optimal portfolio to maximize the expected utility of terminal wealth by choosing the HARA utility function in the analysis.By using the principle of dynamic programming and Legendre transform-dual theory,we obtain explicit solutions of optimal strategies.Some special cases are also derived in detail.Finally,a numerical simulation is provided to illustrate our results. 展开更多
关键词 defined contribution pension plan return of premiums clauses stochastic interest rate HARA preference Legendre transform-dual theory stochastic optimal control
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Time-Consistent Investment Strategies for a DC Pension Member with Stochastic Interest Rate and Stochastic Income
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作者 Li-Hua Bian Xing-Yi Li Zhong-Fei Li 《Journal of the Operations Research Society of China》 EI CSCD 2022年第3期559-577,共19页
This paper studies two multi-period mean-variance investment problems for a DC pension member before and after retirement.At any time,the pension manager can invest in a risk-free asset and multi-risky assets.Before r... This paper studies two multi-period mean-variance investment problems for a DC pension member before and after retirement.At any time,the pension manager can invest in a risk-free asset and multi-risky assets.Before retirement,the manager tries to optimize the mean-variance utility of the wealth in the member’s pension account at retirement.At retirement,the pension account wealth(or part of it)is used to purchase a paid-up annuity.After retirement,the manager has to pay the guaranteed annuity,continues to invest,and aims to optimize the mean-variance utility of the terminal wealth at a fix future time,to satisfy the pension member’s heritage and life needs in the next stage.Interest rate risk and income risk are introduced.Applying the game theory and the extended Bellman equation,the time-consistent investment strategies and the efficient frontiers before and after retirement are obtained explicitly.Obtained results indicate that the stochastic interest rate and the stochastic income have essential effects on the investment strategies. 展开更多
关键词 DC pension fund Time-consistent strategy stochastic income stochastic interest rate Multi-period mean-variance model
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Exploiting Virtual Elasticity of Production Systems to Respect OTD—Part 3: Basic Considerations for Modelling CPPS Characterized by Non-Ergodic Order Entry and Non-Deterministic Product-Mix for Fully Flexible Addressable Workstations
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作者 Bruno G. Rüttimann Martin T. Stöckli 《American Journal of Operations Research》 2022年第2期19-63,共45页
The recently experienced hype concerning the so-called “4<sup>th</sup> Industrial Revolution” of production systems has prompted several papers of various subtopics regarding Cyber-Phdysical Production S... The recently experienced hype concerning the so-called “4<sup>th</sup> Industrial Revolution” of production systems has prompted several papers of various subtopics regarding Cyber-Phdysical Production Systems (CPPS). However, important aspects such as the modelling of CPPS to understand the theory regarding the performance of highly non-ergodic and non-deterministic flexible manufacturing systems in terms of Exit Rate (ER), Manufacturing Lead Time (MLT), and On-Time Delivery (OTD) have not yet been examined systematically and even less modeled analytically. To develop the topic, in this paper, the prerequisites for modelling such systems are defined in order to be able to derive an explicit and dedicated production mathematics-based understanding of CPPS and its dynamics: switching from explorative simulation to rational modelling of the manufacturing “physics” led to an own and specific manufacturing theory. The findings have led to enouncing, among others, the Theorem of Non-Ergodicity as well as the Batch Cycle Time Deviation Function giving important insights to model digital twin-based CPPS for complying with the mandatory OTD. 展开更多
关键词 On-Time-Delivery Production System Industry 4.0 CPPS IoT stochastic Arrival rate Non-Ergodic Process Virtual Elasticity Production Capacity Nominal Mean Exit rate Theorem of Non-Ergodicity Non-Deterministic Product-Mix TFL AGV Scheduling Algorithm Digital Twin
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Efficient Simulations of Option Pricing and Greeks Under Three-Factor Model by Conditional Monte Carlo Method
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作者 Shanshan CHEN Chenglong XU Zhaokui SHI 《Journal of Systems Science and Information》 CSCD 2023年第3期314-331,共18页
This paper proposes a hybrid Monte Carlo simulation method for pricing European options under the stochastic volatility model and three-factor model.First,the European options are expressed as a conditional expectatio... This paper proposes a hybrid Monte Carlo simulation method for pricing European options under the stochastic volatility model and three-factor model.First,the European options are expressed as a conditional expectation formula,which can be used not only for reducing variance of simulations,but also for calculating the value of Greeks easily,due to the elimination of the weak singularity for the payoff of the option.Then,in order to reduce variance further,the authors also construct a new explicit regression based control variate under Heston model and three-factor model respectively.Numerical results of experiments show that the proposed method can greatly reduce the variance of simulation for pricing European option,and is easy to complement for the calculation of Greeks. 展开更多
关键词 conditional Monte Carlo control variate stochastic volatility stochastic interest rate option pricing
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Closed-Form Formulae for European Options Under Three-Factor Models
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作者 Joanna Goard 《Communications in Mathematics and Statistics》 SCIE 2020年第4期379-408,共30页
In this paper,we derive new closed-form valuations to European options under three-factor hybrid models that include stochastic interest rates and stochastic volatility and incorporate a nonzero covariance structure b... In this paper,we derive new closed-form valuations to European options under three-factor hybrid models that include stochastic interest rates and stochastic volatility and incorporate a nonzero covariance structure between factors.We make novel use of the empirically proven 3/2 stochastic volatility model with a time-dependent drift inwhich we are free to choose the moving reversion target.Thismodel has been shown bymany authors to empirically outperform other volatility models in maximising model fit.We also improve the valuation of European options under the Heston volatility and Cox,Ingersoll,Ross interest rate model,recently published in the literature,by replacing open-form infinite series with closed-form analytic expressions.For completeness,we also add a fuller covariance structure in this setting and detail closed-form valuations for options.The inclusion of nonzero covariances amongst the factors can significantly improve option pricing by allowing for a wider variety of market behaviour.The solutions are derived by firstly formulating the price of a European call option in terms of the corresponding characteristic function of the underlying price and then determining a partial differential equation for the characteristic function.By including empirically proven models into our analysis,the options formulae could provide more realistic prices for investors and practitioners. 展开更多
关键词 European optionvaluation stochastic volatility stochastic interest rates Heston model 3/2 model
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