基于期权估值和Black-Scholes-Merton模型的非线性夹点分析

IF 3.9 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Akshay U․ Shenoy, Uday V․ Shenoy
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引用次数: 0

摘要

提出了一种新的函数条件积(FCP)方法,该方法使用布尔逻辑对条件进行评估,具有两个明显的优点。首先,具有布尔表达式的直接目标公式强制转换为数值等效,为跨间隔级联资源负载的多步骤目标算法提供了更好的替代方案。其次,目标公式允许在任何级别上直接计算,甚至生成非线性大复合曲线(GCC),而不是在每个区间内具有恒定斜率段的分段线性GCC。FCP方法最初是为金融衍生品(特别是期权)的估值而开发的,其中到期时期权策略的收益和损益图被证明是分段线性gcc的类似物。由诺贝尔奖得主布莱克-斯科尔斯-默顿(Black-Scholes-Merton, BSM)模型估值的期权的到期前P&;L曲线随后被证明类似于非线性gc。最后,在正式证明热交换器网络(HEN) /热交换器网络(MEN)中的每个流相当于期权策略中的价差的基础上,导出了以热交换器网络(HEN)中的最小效用和质量分离剂网络(MEN)中的最佳质量分离剂流量为目标的FCP公式。为了说明新方法的各个方面,本文详细考虑了原油期权策略(多头看跌期权、看跌期权比率价差和蝴蝶价差)、恒比热容和变比热容Cp的恒比热容和具有一般非线性平衡函数的反应性MEN的例子。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nonlinear pinch analysis targeting inspired by options valuation and Black-Scholes-Merton model
A novel function-condition product (FCP) approach, where conditions are evaluated using Boolean logic, is proposed for pinch analysis targeting with two distinct advantages. First, a direct targeting formula with Boolean expressions coerced to numeric equivalents provides a superior alternative to a multi-step targeting algorithm with surplus/deficit resource loads cascaded across intervals. Second, the targeting formula allows direct calculation at any level to generate even a nonlinear grand composite curve (GCC) rather than a piecewise-linear GCC with constant slope segments within each interval. The FCP approach is initially developed for the valuation of financial derivatives (specifically, options), where the payoff and P&L (profit and loss) diagrams for option strategies at expiry are shown to be analogs of piecewise-linear GCCs. The pre-expiry P&L curves for options valued by the Nobel prize-winning Black-Scholes-Merton (BSM) model are then shown to be analogous to nonlinear GCCs. An FCP formula for targeting the minimum utilities in heat exchanger networks (HENs) and the optimum mass separating agent flowrates in mass exchanger networks (MENs) is finally derived based on formally demonstrating that each stream in a HEN / MEN is equivalent to a spread in an option strategy. To illustrate various aspects of the new methodology, examples of a crude oil option strategy (for a bull put spread, put ratio spread and butterfly spread), of HENs for both constant and variable specific heat capacity Cp, and of a reactive MEN with a general nonlinear equilibrium function are considered in detail.
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来源期刊
Computers & Chemical Engineering
Computers & Chemical Engineering 工程技术-工程:化工
CiteScore
8.70
自引率
14.00%
发文量
374
审稿时长
70 days
期刊介绍: Computers & Chemical Engineering is primarily a journal of record for new developments in the application of computing and systems technology to chemical engineering problems.
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