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Pricing Multi-Strike Quanto Call Options on Multiple Assets with Stochastic Volatility, Correlation, and Exchange Rates
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作者 Boris Ter-Avanesov Gunter Meissner 《Applied Mathematics》 2025年第1期113-142,共30页
Quanto options allow the buyer to exchange the foreign currency payoff into the domestic currency at a fixed exchange rate. We investigate quanto options with multiple underlying assets valued in different foreign cur... Quanto options allow the buyer to exchange the foreign currency payoff into the domestic currency at a fixed exchange rate. We investigate quanto options with multiple underlying assets valued in different foreign currencies each with a different strike price in the payoff function. We carry out a comparative performance analysis of different stochastic volatility (SV), stochastic correlation (SC), and stochastic exchange rate (SER) models to determine the best combination of these models for Monte Carlo (MC) simulation pricing. In addition, we test the performance of all model variants with constant correlation as a benchmark. We find that a combination of GARCH-Jump SV, Weibull SC, and Ornstein Uhlenbeck (OU) SER performs best. In addition, we analyze different discretization schemes and their results. In our simulations, the Milstein scheme yields the best balance between execution times and lower standard deviations of price estimates. Furthermore, we find that incorporating mean reversion into stochastic correlation and stochastic FX rate modeling is beneficial for MC simulation pricing. We improve the accuracy of our simulations by implementing antithetic variates variance reduction. Finally, we derive the correlation risk parameters Cora and Gora in our framework so that correlation hedging of quanto options can be performed. 展开更多
关键词 Quanto option Multi-Strike option Stochastic Volatility (SV) Stochastic Correlation (SC) Stochastic Exchange Rates (SER) CORA GORA Correlation Risk
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Power Options Pricing under Markov Regime-Switching Two-Factor Stochastic Volatility Jump-Diffusion Model
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作者 HAN Shu-shu WEI Yu-ming 《Chinese Quarterly Journal of Mathematics》 2025年第1期59-73,共15页
In this paper,we incorporate Markov regime-switching into a two-factor stochastic volatility jump-diffusion model to enhance the pricing of power options.Furthermore,we assume that the interest rates and the jump inte... In this paper,we incorporate Markov regime-switching into a two-factor stochastic volatility jump-diffusion model to enhance the pricing of power options.Furthermore,we assume that the interest rates and the jump intensities of the assets are stochastic.Under the proposed framework,first,we derive the analytical pricing formula for power options by using Fourier transform technique,Esscher transform and characteristic function.Then we provide the efficient approximation to calculate the analytical pricing formula of power options by using the FFT approach and examine the accuracy of the approximation by Monte Carlo simulation.Finally,we provide some sensitivity analysis of the model parameters to power options.Numerical examples show this model is suitable for empirical work in practice. 展开更多
关键词 Power options Markov regime-switching Stochastic volatility Stochastic interest rate Stochastic intensity
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Dynamic hedging of 50ETF options using Proximal Policy Optimization
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作者 Lei Liu Mengmeng Hao Jinde Cao 《Journal of Automation and Intelligence》 2025年第3期198-206,共9页
This paper employs the PPO(Proximal Policy Optimization) algorithm to study the risk hedging problem of the Shanghai Stock Exchange(SSE) 50ETF options. First, the action and state spaces were designed based on the cha... This paper employs the PPO(Proximal Policy Optimization) algorithm to study the risk hedging problem of the Shanghai Stock Exchange(SSE) 50ETF options. First, the action and state spaces were designed based on the characteristics of the hedging task, and a reward function was developed according to the cost function of the options. Second, combining the concept of curriculum learning, the agent was guided to adopt a simulated-to-real learning approach for dynamic hedging tasks, reducing the learning difficulty and addressing the issue of insufficient option data. A dynamic hedging strategy for 50ETF options was constructed. Finally, numerical experiments demonstrate the superiority of the designed algorithm over traditional hedging strategies in terms of hedging effectiveness. 展开更多
关键词 B-S model option hedging Reinforcement learning 50ETF Proximal Policy Optimization(PPO)
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Smart Options Driving Kids’Product Demand
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作者 FAN YUQING 《China Today》 2025年第7期57-59,共3页
From AR-enhanced picture books to eco-friendly smart toys,the items now filling children’s shopping carts are more than just products-they epitomize the transformation of consumption in the new era.
关键词 eco friendly smart toys consumption transformation smart options kids product demand ar enhanced picture books transformation consumption
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基于并发Options的双边多议题协商模型优化 被引量:2
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作者 彭志平 彭宏 《华南理工大学学报(自然科学版)》 EI CAS CSCD 北大核心 2007年第9期95-100,共6页
针对双边多议题协商中的僵局问题,提出利用并发Options优化协商模型的方法.这种方法可在不降低双边协商效用的前提下,并行动态优化与僵局议题相关的多个议题的保留值.电子商务的实验结果表明:基于并发Options的协商模型优化方法是有效的... 针对双边多议题协商中的僵局问题,提出利用并发Options优化协商模型的方法.这种方法可在不降低双边协商效用的前提下,并行动态优化与僵局议题相关的多个议题的保留值.电子商务的实验结果表明:基于并发Options的协商模型优化方法是有效的;无论是学习速度,还是最佳策略的优化程度和泛化能力,该方法均明显优于基于标准Options和Q-学习的优化方法. 展开更多
关键词 协商模型 协商僵局 优化 并发options 强化学习
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一种融合Options与蚁群算法的虚拟机自适应配置方法
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作者 彭志平 周晓柯 孙志毅 《小型微型计算机系统》 CSCD 北大核心 2015年第4期801-805,共5页
为了提高云环境的可靠性,对虚拟资源的管理是一个关键.针对虚拟机的自适应配置问题,提出一种分层强化学习Options和蚁群优化算法融合的方法 A-HRL.该方法记录蚂蚁遍历过程中留下的信息素,利用信息素变化率引入粗糙度概念,并根据粗糙度... 为了提高云环境的可靠性,对虚拟资源的管理是一个关键.针对虚拟机的自适应配置问题,提出一种分层强化学习Options和蚁群优化算法融合的方法 A-HRL.该方法记录蚂蚁遍历过程中留下的信息素,利用信息素变化率引入粗糙度概念,并根据粗糙度阈值创建子目标实现任务分层.将A-HRL算法应用于虚拟机自适应配置中,通过创建任务组和虚拟机可用性评估表监督每个任务的进度与质量,最大限度地提高每个应用的性能.实验结果表明,A-HRL算法比传统的强化学习算法性能更优. 展开更多
关键词 options 蚁群算法 虚拟机 自适应配置
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On the Options of EFL Methodological Approaches
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作者 党金学 《外语教学》 CSSCI 北大核心 1996年第3期58-63,共4页
OntheOptionsofEFLMethodologicalApproaches党金学(西安外国语学院)TakingabouttheapproachestoteachingEnglishasaforeignlang... OntheOptionsofEFLMethodologicalApproaches党金学(西安外国语学院)TakingabouttheapproachestoteachingEnglishasaforeignlanguage(EFL),nearlye... 展开更多
关键词 西安外国语学院 On the options of 金学 EFL Methodological APPROACHES
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Treatment options for alcoholic and non-alcoholic fatty liver disease: A review 被引量:55
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作者 Sukhpreet Singh Natalia A Osna Kusum K Kharbanda 《World Journal of Gastroenterology》 SCIE CAS 2017年第36期6549-6570,共22页
Alcoholic liver disease(ALD)and non-alcoholic fatty liver disease(NAFLD)are serious health problems worldwide.These two diseases have similar pathological spectra,ranging from simple steatosis to hepatitis to cirrhosi... Alcoholic liver disease(ALD)and non-alcoholic fatty liver disease(NAFLD)are serious health problems worldwide.These two diseases have similar pathological spectra,ranging from simple steatosis to hepatitis to cirrhosis and hepatocellular carcinoma.Although most people with excessive alcohol or calorie intake display abnormal fat accumulation in the liver(simple steatosis),a small percentage develops progressive liver disease.Despite extensive research on understanding the pathophysiology of both these diseases there are still no targeted therapies available.The treatment for ALD remains as it was 50 years ago:abstinence,nutritional support and corticosteroids(or pentoxifylline as an alternative if steroids are contraindicated).As for NAFLD,the treatment modality is mainly directed toward weight loss and co-morbidity management.Therefore,new pathophysiology directed therapies are urgently needed.However,the involvement of several inter-related pathways in the pathogenesis of these diseases suggests that a single therapeutic agent is unlikely to be an effective treatment strategy.Hence,a combination therapy towards multiple targets would eventually be required.In this review,we delineate the treatment options in ALD and NAFLD,including various new targeted therapies that are currently under investigation.We hope that soon we will be having an effective multi-therapeutic regimen for each disease. 展开更多
关键词 ALCOHOLIC LIVER DISEASE Non-alcoholic FATTY LIVER DISEASE Treatment options GLUCOCORTICOIDS LIVER transplantation
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Mitigation Options for Methane, Nitrous Oxide and NitricOxide Emissions from Agricultural Ecosystems 被引量:14
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作者 郑循华 王明星 +7 位作者 王跃思 沈壬兴 李晶 J.Heyer M.Koegge H.Papen 金继生 李老土 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2000年第1期83-92,共10页
An experimental study on mitigation of greenhouse gas (CH4, N2O and NO) emission has been conducted in a typical cropping system of Southeast China for 4 years. By simultaneous measurement, the CH4, N2O and NO emissio... An experimental study on mitigation of greenhouse gas (CH4, N2O and NO) emission has been conducted in a typical cropping system of Southeast China for 4 years. By simultaneous measurement, the CH4, N2O and NO emission fluxes from rice-wheat rotation fields, effects of fertilization, water management, temperature and soil moisture were investigated. Temperature, fertilization and water status were found to be the key factors to regulate CH4, N2O and NO emis-sions. Based on the experimental results, some agricultural measures were recommended as techni-cal options to mitigate greenhouse gas emissions from rice-wheat rotation ecosystems. These miti-gation measures are reducing mineral N input, coupling organic manure with chemical fertilizers, applying fertilizers which release available N slowly during periods with intensive plant activity, and applying dry fermented organic manure and well management of water and fertilizer. Key words Mitigation options - Emission - Greenhouse gases - Ecosystems This study was supported by projects “ Experimental and Modeling Study on N2O Emission from the Rice-Wheat Rotation Fields of Southeast China” and “ Experimental and Modeling Study on NO Emission from Croplands” , which were granted by the National Natural Science Foundation of China, the State Key Fundamental Research Project “ Predicting the Future (20–50 years) Trend of Environmental Change in China”, and the project of Chinese Academy of Sciences “ Theory and Methodology on Air Pollution Prediction”.Thanks are due to Professor Zhang Wen, Dr. Bai Jianhui, Mr. Gong Yanbang, Mrs. Luo Dongmei and Mr. Liu Guangren from the Institute of Atmospheric Physics, Chinese Academy of Sciences for their help in experiments. 展开更多
关键词 Mitigation options Emission Greenhouse gases ECOSYSTEMS
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Carbon emissions trends with optimal balanced economic growth of China and the USA and some abatement options for China 被引量:5
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作者 WANG Zheng ZHU Yongbin PENG Yongming 《Journal of Geographical Sciences》 SCIE CSCD 2013年第6期991-1004,共14页
It is believed that the global CO2 emissions have to begin dropping in the near fu- ture to limit the temperature increase within 2 degrees by 2100. So it is of great concern to environmentalists and national decision... It is believed that the global CO2 emissions have to begin dropping in the near fu- ture to limit the temperature increase within 2 degrees by 2100. So it is of great concern to environmentalists and national decision-makers to know how the global or national CO2 emissions would trend. This paper presented an approach to project the future CO2 emissions from the perspective of optimal economic growth, and applied this model to the cases of China and the United States, whose CO2 emissions together contributed to more than 40% of the global emissions. The projection results under the balanced and optimal economic growth path reveal that the CO2 emissions will peak in 2029 for China and 2024 for the USA owing to their empirically implied pace of energy efficiency improvement. Moreover, some abatement options are analyzed for China, which indicate that 1) putting up the energy price will de- crease the emissions at a high cost; 2) enhancing the decline rate of energy intensity can significantly mitigate the emissions with a modest cost; and 3) the energy substitution policy of replacing carbon intensive energies with clean ones has considerable potential to alleviate emissions without compromising the economic development. 展开更多
关键词 economic growth emissions projection abatement options
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Technological Options to Ameliorate Waste Treatment of Intensive Pig Production in China:An Analysis Based on Bio-Economic Model 被引量:5
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作者 LU Wen-cong MA Yong-xi Holger Bergmann 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2014年第2期443-454,共12页
Ameliorating waste treatment by technological improvements affects the economic and the ecological-environment benefits of intensive pig production. The objective of the research was to develop and test a method to de... Ameliorating waste treatment by technological improvements affects the economic and the ecological-environment benefits of intensive pig production. The objective of the research was to develop and test a method to determine the technical optimization to ameliorate waste treatment methods and gain insight into the relationship between technological options and the economic and ecological effects. We developed an integrated bio-economic model which incorporates the farming production and waste disposal systems to simulate the impact of technological improvements in pig manure treatment on economic and environmental benefits for the case of a pilot farm in Beijing, China. Based on different waste treatment technology options, three scenarios are applied for the simulation analysis of the model. The simulation results reveal that the economic-environmental benefits of the livestock farm could be improved by reducing the cropland manure application and increasing the composting production with the current technologies. Nevertheless, the technical efficiency, the waste treatment capacity and the economic benefits could be further improved by the introduction of new technologies. It implies that technological and economic support policies should be implemented comprehensively on waste disposal and resource utilization to promote sustainable development in intensive livestock production in China. 展开更多
关键词 technological options waste treatment pig production bio-economic model economic-environmental effects
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PRICING CATASTROPHE OPTIONS WITH COUNTERPARTY CREDIT RISK IN A REDUCED FORM MODEL 被引量:3
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作者 徐亚娟 王过京 《Acta Mathematica Scientia》 SCIE CSCD 2018年第1期347-360,共14页
In this paper, we study the price of catastrophe Options with counterparty credit risk in a reduced form model. We assume that the loss process is generated by a doubly stochastic Poisson process, the share price proc... In this paper, we study the price of catastrophe Options with counterparty credit risk in a reduced form model. We assume that the loss process is generated by a doubly stochastic Poisson process, the share price process is modeled through a jump-diffusion process which is correlated to the loss process, the interest rate process and the default intensity process are modeled through the Vasicek model: We derive the closed form formulae for pricing catastrophe options in a reduced form model. Furthermore, we make some numerical analysis on the explicit formulae. 展开更多
关键词 PRICING catastrophe option counterparty risk measure change reduced form model
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New therapeutic options for persistent low-level viremia in patients with chronic hepatitis B virus infection:Increase of entecavir dosage 被引量:25
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作者 Guo-Qing Yin Jun Li +2 位作者 Bei Zhong Yong-Fong Yang Mao-Rong Wang 《World Journal of Gastroenterology》 SCIE CAS 2021年第8期666-676,共11页
Chronic hepatitis B virus(HBV)infection(CHB)is a public health concern worldwide.Current therapies utilizing nucleos(t)ide analogs(NA)have not resulted in a complete cure for CHB.Furthermore,patients on long-term NA t... Chronic hepatitis B virus(HBV)infection(CHB)is a public health concern worldwide.Current therapies utilizing nucleos(t)ide analogs(NA)have not resulted in a complete cure for CHB.Furthermore,patients on long-term NA treatment often develop low-level viremia(LLV).Persistent LLV,in addition to causing the progression of liver disease or hepatocellular carcinoma,may shed light on the current plight of NA therapy.Here,we review the literature on LLV,NA treatment,and various doses of entecavir to find a strategy for improving the efficacy of this antiviral agent.For LLV patients,three therapeutic options are available,switching to another antiviral monotherapy,interferon-αswitching therapy,and continuing monotherapy.In real-world clinical practice,entecavir overdose has been used in antiviral therapy for CHB patients with NA refractory and persistent LLV,which encouraged us to conduct further in-depth literature survey on dosage and duration related entecavir studies.The studies of pharmacodynamics and pharmacokinetics show that entecavir has the maximal selected index for safety,and has great potential in inhibiting HBV replication,in all of the NAs.In the particular section of the drug approval package published by the United States Food and Drug Administration,entecavir doses 2.5-20 mg/d do not increase adverse events,and entecavir doses higher than 1.0 mg/d might improve the antiviral efficacy.The literature survey led us to two suggestions:(1)Increasing entecavir dose to 1.0 mg/d for the treatment of NA naïve patients with HBV DNA>2×106 IU/mL is feasible and would provide better prognosis;and(2)Further research is needed to assess the long-term toxic effects of higher entecavir doses(2.5 and 5.0 mg/d),which may prove beneficial in treating patients with prior NA treatment,partial virological response,or LLV state. 展开更多
关键词 Chronic hepatitis B virus infection Low-level viremia Therapeutic options ENTECAVIR DOSE Efficacy
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Economic evaluation of agricultural pollution control options for China 被引量:15
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作者 David Abler 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2015年第6期1045-1056,共12页
Environmental sustainability has become a policy priority in China. In agriculture, China has had major success in rehabilitating desertified lands through programs to convert steeply-sloped cropland to forest and lim... Environmental sustainability has become a policy priority in China. In agriculture, China has had major success in rehabilitating desertified lands through programs to convert steeply-sloped cropland to forest and limit grazing on sensitive grasslands. However, little has been done in terms of policies for agricultural nutrient management. Runoff and leaching of nutrients in chemical fertilizers and livestock manure are widely acknowledged as significant problems in China. This paper presents an evaluation of agricultural nonpoint pollution control options for China. Options analyzed include design standards(command & control), performance standards, and design and performance incentives. Evaluation criteria include economic efficiency and effectiveness, environmental impact and risk, and social criteria such as equity and food security. The evaluation indicates that the best options for China involve subsidies to farmers for changing production practices in order to reduce nonpoint emissions, combined with appropriate farmer education and technical assistance. 展开更多
关键词 agricultural fertilizers agriculture options equity livestock emissions nutrients farmer instruments
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Investment in deepwater oil and gas exploration projects:a multi-factor analysis with a real options model 被引量:5
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作者 Xin-Hua Qiu Zhen Wang Qing Xue 《Petroleum Science》 SCIE CAS CSCD 2015年第3期525-533,共9页
Deepwater oil and gas projects embody high risks from geology and engineering aspects, which exert substantial influence on project valuation. But the uncer- tainties may be converted to additional value to the projec... Deepwater oil and gas projects embody high risks from geology and engineering aspects, which exert substantial influence on project valuation. But the uncer- tainties may be converted to additional value to the projects in the case of flexible management. Given the flexibility of project management, this paper extends the classical real options model to a multi-factor model which contains oil price, geology, and engineering uncertainties. It then gives an application example of the new model to evaluate deepwater oil and gas projects with a numerical analytical method. Compared with other methods and models, this multi-factor real options model contains more project information. It reflects the potential value deriving not only from oil price variation but also from geology and engi- neering uncertainties, which provides more accurate and reliable valuation information for decision makers. 展开更多
关键词 Investment decision - Real options Multi-factor model option pricing - Deepwater oil and gas
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Impacts of Chromium from Tannery Effluent and Evaluation of Alternative Treatment Options 被引量:5
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作者 Alebel Abebe Belay 《Journal of Environmental Protection》 2010年第1期53-58,共6页
The paper has focused on the challenges/impacts of tannery effluent and evaluates the alternative treatment options used to treat, recover or recycle chromium from the waste water. The paper was done entirely on secon... The paper has focused on the challenges/impacts of tannery effluent and evaluates the alternative treatment options used to treat, recover or recycle chromium from the waste water. The paper was done entirely on secondary data by consulting literature sources including scientific journals, chapters of books, conference report papers and websites. The results of this review paper indicated that chromium is highly toxic and carcinogenic to human beings, animals, plants and the general environment (soil and water sediment). It is found out that chrome is the primary threat when ever tanning industry comes in to practice. Though many treatment options were evaluated to prevent its consequence on the environment, neither of them could achieve to treat or recover chrome 100%. Treatment options are either;inef-ficient, complicated, energy demanding, costly or applicable to a certain parts of the world due to technology or skilled man power demand. Therefore, to tackle this serious challenge stringent environmental regulation with law enforce-ment has to be exercised to use better treatment system which is widely applicable. Polluters must also know the envi-ronmental cost of their industry and treated according to polluter pay or precautionary principles. Moreover, the gen-eral public has to be aware of it and all concerned organizations and governments has to work hand in hand to reach zero discharge level or at least to attain the EPA chrome discharge 展开更多
关键词 CHROMIUM TOXICITY Environmental Impact CHROMIUM Recovery and RECYCLING CHROMIUM Treatment option TANNERY EFFLUENT
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Strategic mining options optimization:Open pit mining,underground mining or both 被引量:17
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作者 Ben-Awuah Eugene Richter Otto +1 位作者 Elkington Tarrant Pourrahimian Yashar 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2016年第6期1065-1071,共7页
Near-surface deposits that extend to considerable depths are often amenable to both open pit mining and/or underground mining.This paper investigates the strategy of mining options for an orebody using a Mixed Integer... Near-surface deposits that extend to considerable depths are often amenable to both open pit mining and/or underground mining.This paper investigates the strategy of mining options for an orebody using a Mixed Integer Linear Programming(MILP)optimization framework.The MILP formulation maximizes the Net Present Value(NPV)of the reserve when extracted with(i)open pit mining,(ii)underground mining,and(iii)concurrent open pit and underground mining.Comparatively,implementing open pit mining generates a higher NPV than underground mining.However considering the investment required for these mining options,underground mining generates a better return on investment than open pit mining.Also,in the concurrent open pit and underground mining scenario,the optimizer prefers extracting blocks using open pit mining.Although the underground mine could access ore sooner,the mining cost differential for open pit mining is more than compensated for by the discounting benefits associated with earlier underground mining. 展开更多
关键词 Mining options optimization Open pit Underground CONCURRENT Open stope Mixed Integer Linear Programming(MILP)
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Optimum development options and strategies for water injection development of carbonate reservoirs in the Middle East 被引量:7
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作者 SONG Xinmin LI Yong 《Petroleum Exploration and Development》 2018年第4期723-734,共12页
Through the research on several carbonate reservoirs developed in the Middle East, the basic characteristics of different types of carbonate reservoirs are determined, and a set of high-efficiency water injection deve... Through the research on several carbonate reservoirs developed in the Middle East, the basic characteristics of different types of carbonate reservoirs are determined, and a set of high-efficiency water injection development options and strategies are presented. Hidden baffles and barriers exist in carbonate reservoirs in the Middle East, so the reservoirs could be divided into different separated development units based on the baffles and barriers characteristics. Flexible and diverse profile control techniques such as high angle wells and simple and applicative zonal water injection have been introduced to improve the control and development degree of reservoirs. Three principal water injection development methods suitable for different carbonate reservoirs in the Middle East are proposed, including the combination of crestal gas injection and peripheral water injection, bottom interval injection and top interval production(buoyancy underpinning), and "weak point and strong plane" area well pattern. Based on the characteristics of very low shale content, fast and far pressure transmission in the Middle East carbonate reservoirs, a large well-spacing flood pattern is recommended, and reasonable development strategies have been made such as moderate water injection rate and maintaining reasonable production pressure drawdown and voidage replacement ratio, so as to maximize the recovery of reservoirs in the none or low water cut period. 展开更多
关键词 CARBONATE RESERVOIRS the Middle East water injection DEVELOPMENT options DEVELOPMENT strategy barrier and BAFFLE SEPARATED DEVELOPMENT units
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Random Timestepping Algorithm with Exponential Distribution for Pricing Various Structures of One-Sided Barrier Options 被引量:1
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作者 Hasan Alzubaidi 《American Journal of Computational Mathematics》 2017年第3期228-242,共15页
The exponentially-distributed random timestepping algorithm with boundary test is implemented to evaluate the prices of some variety of single one-sided barrier option contracts within the framework of Black-Scholes m... The exponentially-distributed random timestepping algorithm with boundary test is implemented to evaluate the prices of some variety of single one-sided barrier option contracts within the framework of Black-Scholes model, giving efficient estimation of their hitting times. It is numerically shown that this algorithm, as for the Brownian bridge technique, can improve the rate of weak convergence from order one-half for the standard Monte Carlo to order 1. The exponential timestepping algorithm, however, displays better results, for a given amount of CPU time, than the Brownian bridge technique as the step size becomes larger or the volatility grows up. This is due to the features of the exponential distribution which is more strongly peaked near the origin and has a higher kurtosis compared to the normal distribution, giving more stability of the exponential timestepping algorithm at large time steps and high levels of volatility. 展开更多
关键词 BARRIER option with REBATE Payment Binary BARRIER option Partial BARRIER option Hitting Time Error Exponential Time-Stepping ALGORITHM
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Recognizing production options for pearl millet in Pakistan under changing climate scenarios 被引量:1
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作者 Asmat Ullah Ashfaq Ahmad +1 位作者 Tasneem Khaliq Javaid Akhtar 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2017年第4期762-773,共12页
Climate change is making the lands a harsher environment all over the world including Pakistan. It is expected to oppose us with three main challenges: increase in temperature up to 2-5℃ (heat stress), increasing ... Climate change is making the lands a harsher environment all over the world including Pakistan. It is expected to oppose us with three main challenges: increase in temperature up to 2-5℃ (heat stress), increasing water stress and severe malnourishment due to climate change. It has been foreseen that there will be a 10% increase of dryland areas with climate change in the world, with more variability and incidences of short periods of extreme events (drought and heat stress). Pearl millet is a hardy, climate smart grain crop, idyllic for environments prone to drought and heat stresses. The crop continues to produce highly nutritious grain sustainably, thereby encouraging the fight against poverty and food insecurity due to its resilience. The crop is more responsive to good production options (planting time, planting density, inter/intra row spacing, nitrogen application and irrigation). It has high crop growth rate, large leaf area index and high radiation use efficiency that confers its high potential yield. In most of the cases, pearl millet is remained our agricultural answer to the climate calamity that we are facing, because it is selected as water saving, drought tolerant and climate change complaint crop. In view of circumstances, pearl millet cultivation must be retrieved by recognizing production options in context to changing climate scenarios of Pakistan using crop modeling techniques. 展开更多
关键词 pearl millet production options climate change nitrogen use efficiency radiation use efficiency
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