首页 > 最新文献

International Journal of Computing Science and Applied Mathematics最新文献

英文 中文
Accelerated Numerical Method for Singularly Perturbed Differential Difference Equations 奇摄动微分差分方程的加速数值解法
Pub Date : 2021-08-17 DOI: 10.12962/j24775401.v7i2.6859
H. Debela, G. Duressa, Masho Jima Kebeto
—In this paper, accelerated finite difference method for solving singularly perturbed delay reaction-diffusion equations is presented. First, the solution domain is discretized. Then, the derivatives in the given boundary value problem are replaced by finite difference approximations and the numerical scheme that provides algebraic systems of equations is obtained, which can easily be solved by Thomas algorithm. The consistency, stability and convergence of the method have been established. To increase the accuracy of our established scheme we used Richard- son’s extrapolation techniques. To validate the applicability of the proposed method, four model examples have been considered and solved for different values of perturbation parameters and mesh sizes. The numerical results have been presented in tables and graphs to illustrate; the present method approximates the exact solution very well. Moreover, the present method gives better accuracy than the existing numerical methods mentioned in the literature.
本文给出了求解奇摄动时滞反应扩散方程的加速有限差分法。首先,将解域离散化。然后,将给定边值问题中的导数替换为有限差分近似,得到了提供代数方程组的数值格式,该格式易于用Thomas算法求解。证明了该方法的一致性、稳定性和收敛性。为了提高我们所建立的方案的准确性,我们使用了理查德-森的外推技术。为了验证所提方法的适用性,考虑了四个模型实例,并对不同的扰动参数值和网格尺寸进行了求解。数值结果以表格和图表的形式给出,以便说明;本方法很好地逼近了精确解。此外,该方法比现有文献中提到的数值方法具有更好的精度。
{"title":"Accelerated Numerical Method for Singularly Perturbed Differential Difference Equations","authors":"H. Debela, G. Duressa, Masho Jima Kebeto","doi":"10.12962/j24775401.v7i2.6859","DOIUrl":"https://doi.org/10.12962/j24775401.v7i2.6859","url":null,"abstract":"—In this paper, accelerated finite difference method for solving singularly perturbed delay reaction-diffusion equations is presented. First, the solution domain is discretized. Then, the derivatives in the given boundary value problem are replaced by finite difference approximations and the numerical scheme that provides algebraic systems of equations is obtained, which can easily be solved by Thomas algorithm. The consistency, stability and convergence of the method have been established. To increase the accuracy of our established scheme we used Richard- son’s extrapolation techniques. To validate the applicability of the proposed method, four model examples have been considered and solved for different values of perturbation parameters and mesh sizes. The numerical results have been presented in tables and graphs to illustrate; the present method approximates the exact solution very well. Moreover, the present method gives better accuracy than the existing numerical methods mentioned in the literature.","PeriodicalId":357596,"journal":{"name":"International Journal of Computing Science and Applied Mathematics","volume":"30 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125807422","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Digital Option Pricing Approach Using A Homotopy Perturbation Method 基于同伦摄动方法的数字期权定价方法
Pub Date : 2021-08-17 DOI: 10.12962/j24775401.v7i2.9776
A. Hakam, Islachiyatul Ummah, Frida Akbar Rani, Nur Asiyah, E. R. Putri
An option is a financial contract between buyers and sellers. The Black-Scholes equation is the most popular mathematical equation used to analyze the option pricing. The exact solution of the Black-Scholes equation can be approached by several approximation methods, one of the method is a Homotopy Perturbation Method (HPM). The simplest type of option, digital options were analyzed using the HPM. The digital option pricing approach using the HPM is in a power series form, which in this paper is presented the solution in the fourth power. This solution is compared with the exact solution of the Black-Scholes equation for digital options. The results show that the approach using HPM is very accurate.
期权是买卖双方之间的一种金融契约。布莱克-斯科尔斯方程是分析期权定价最常用的数学方程。Black-Scholes方程的精确解可以用几种近似方法逼近,其中一种方法是同伦摄动法(HPM)。对最简单的期权类型——数字期权进行了HPM分析。使用HPM的数字期权定价方法是幂级数形式,本文给出了四次方的解。将此解与数字期权的Black-Scholes方程的精确解进行了比较。结果表明,该方法具有很高的精度。
{"title":"Digital Option Pricing Approach Using A Homotopy Perturbation Method","authors":"A. Hakam, Islachiyatul Ummah, Frida Akbar Rani, Nur Asiyah, E. R. Putri","doi":"10.12962/j24775401.v7i2.9776","DOIUrl":"https://doi.org/10.12962/j24775401.v7i2.9776","url":null,"abstract":"An option is a financial contract between buyers and sellers. The Black-Scholes equation is the most popular mathematical equation used to analyze the option pricing. The exact solution of the Black-Scholes equation can be approached by several approximation methods, one of the method is a Homotopy Perturbation Method (HPM). The simplest type of option, digital options were analyzed using the HPM. The digital option pricing approach using the HPM is in a power series form, which in this paper is presented the solution in the fourth power. This solution is compared with the exact solution of the Black-Scholes equation for digital options. The results show that the approach using HPM is very accurate.","PeriodicalId":357596,"journal":{"name":"International Journal of Computing Science and Applied Mathematics","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121585490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Application of Binary Cuckoo Search Algorithm to Orienteering Problem 二进制布谷鸟搜索算法在定向运动问题中的应用
Pub Date : 2021-08-17 DOI: 10.12962/j24775401.v7i2.8663
Giovano Alberto, Alfian Tan
—This research applies the cuckoo search meta- heuristics model to find solutions to the Orienteering Problem (OP). The OP formulation is useful to model a situation in which someone wants to determine an optimal city route that is subject to a specified time constraint. OP can be categorized into NP- Hard Problem which takes a very long time to analytically find the optimal solution as the number of entities involved increases. Therefore, metaheuristics often become an option to deal with this situation. A cuckoo search model based algorithm is developed in this research. An adjustment for discrete combinatorial problem is performed by adopting an idea of binary cuckoo search method. In addition, three types of local search methods are considered to improve the searching performance. This algorithm can eventually find better solutions for some of the 18 cases than two other benchmarked algorithms. Furthermore, experiment on model parameters shows that the worse nest fraction ( Pα ) affects the quality of solutions obtained.
本研究应用布谷鸟搜索元启发式模型寻找定向运动问题(OP)的解。OP公式对于某人想要确定受特定时间约束的最优城市路线的情况进行建模是有用的。OP可以归类为NP- Hard Problem,即随着涉及实体数量的增加,需要很长时间才能解析出最优解。因此,元启发式通常成为处理这种情况的一种选择。本研究提出了一种基于布谷鸟搜索模型的算法。采用二元布谷鸟搜索的思想,对离散组合问题进行了调整。此外,为了提高搜索性能,还考虑了三种局部搜索方法。该算法最终可以在18种情况中找到比其他两种基准算法更好的解决方案。此外,对模型参数的实验表明,较差的巢状分数(Pα)会影响得到的解的质量。
{"title":"An Application of Binary Cuckoo Search Algorithm to Orienteering Problem","authors":"Giovano Alberto, Alfian Tan","doi":"10.12962/j24775401.v7i2.8663","DOIUrl":"https://doi.org/10.12962/j24775401.v7i2.8663","url":null,"abstract":"—This research applies the cuckoo search meta- heuristics model to find solutions to the Orienteering Problem (OP). The OP formulation is useful to model a situation in which someone wants to determine an optimal city route that is subject to a specified time constraint. OP can be categorized into NP- Hard Problem which takes a very long time to analytically find the optimal solution as the number of entities involved increases. Therefore, metaheuristics often become an option to deal with this situation. A cuckoo search model based algorithm is developed in this research. An adjustment for discrete combinatorial problem is performed by adopting an idea of binary cuckoo search method. In addition, three types of local search methods are considered to improve the searching performance. This algorithm can eventually find better solutions for some of the 18 cases than two other benchmarked algorithms. Furthermore, experiment on model parameters shows that the worse nest fraction ( Pα ) affects the quality of solutions obtained.","PeriodicalId":357596,"journal":{"name":"International Journal of Computing Science and Applied Mathematics","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127776646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of Fear in Leslie-Gower Predator-Prey Model with Beddington-DeAngelis Functional Response Incorporating Prey Refuge 基于Beddington-DeAngelis功能反应的捕食者-猎物模型中恐惧的影响
Pub Date : 2021-08-17 DOI: 10.12962/j24775401.v7i2.8718
Adin Lazuardy Firdiansyah
—In the present paper, we study the effect of an- tipredator behavior due to fear of predation on a modified Leslie- Gower predator-prey model incorporating prey refuge which predation rate of predators follows Beddington-DeAngelis functional response. The biological justification of the model is demonstrated through non-negativity, boundedness, and permanence. Next, we perform the analysis of equilibrium and local stability. We obtain four equilibrium points where two points are locally asymptotically stable and other points are unstable. Besides, we show the effect of the fear in the model and obtain a conclusion that the increased rate of fear can decrease the density of both populations, and prey populations become extinct. Meanwhile, for the case with a constant rate of fear, the prey refuge helpful to the existence of both populations. However, for the case with the fear effect is large, prey refuge cannot cause the extinction of predators. Several numerical simulations are performed to support our analytical results.
在本文中,我们研究了由于害怕被捕食而导致的不捕食行为对Leslie- Gower模型的影响,该模型考虑了被捕食者的捕食率遵循Beddington-DeAngelis功能反应。该模型的生物学合理性通过非消极性、有界性和持久性来证明。接下来,我们进行平衡和局部稳定性的分析。我们得到了四个平衡点,其中两个点是局部渐近稳定的,其他点是不稳定的。此外,我们在模型中展示了恐惧的影响,并得出恐惧率的增加会降低两个种群的密度,导致猎物种群灭绝的结论。同时,在恐惧率恒定的情况下,猎物避难所有助于两个种群的生存。然而,对于恐惧效应较大的情况,猎物避难不能导致捕食者的灭绝。进行了数值模拟来支持我们的分析结果。
{"title":"Effect of Fear in Leslie-Gower Predator-Prey Model with Beddington-DeAngelis Functional Response Incorporating Prey Refuge","authors":"Adin Lazuardy Firdiansyah","doi":"10.12962/j24775401.v7i2.8718","DOIUrl":"https://doi.org/10.12962/j24775401.v7i2.8718","url":null,"abstract":"—In the present paper, we study the effect of an- tipredator behavior due to fear of predation on a modified Leslie- Gower predator-prey model incorporating prey refuge which predation rate of predators follows Beddington-DeAngelis functional response. The biological justification of the model is demonstrated through non-negativity, boundedness, and permanence. Next, we perform the analysis of equilibrium and local stability. We obtain four equilibrium points where two points are locally asymptotically stable and other points are unstable. Besides, we show the effect of the fear in the model and obtain a conclusion that the increased rate of fear can decrease the density of both populations, and prey populations become extinct. Meanwhile, for the case with a constant rate of fear, the prey refuge helpful to the existence of both populations. However, for the case with the fear effect is large, prey refuge cannot cause the extinction of predators. Several numerical simulations are performed to support our analytical results.","PeriodicalId":357596,"journal":{"name":"International Journal of Computing Science and Applied Mathematics","volume":"135 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115838518","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
The Classification of Diffeomorphism Classes of Real Bott Manifolds Real Bott流形的微分同胚分类
Pub Date : 2021-02-21 DOI: 10.12962/j24775401.v7i1.6943
A. Nazra
A real Bott manifold (RBM) is obtained as the orbit space of the n-torus T^n by a free action of an elementary abelian 2-group ZZ_2^n. This paper deals with the classification of some particular types of RBMs of dimension n, so that we know the number of diffeomorphism classes in such RBMs.
利用初等阿贝尔2群ZZ_2^n的自由作用,得到n环面T^n的轨道空间为实博特流形(RBM)。本文讨论了n维rbm的一些特殊类型的分类,从而得到了这类rbm中微分同态类的个数。
{"title":"The Classification of Diffeomorphism Classes of Real Bott Manifolds","authors":"A. Nazra","doi":"10.12962/j24775401.v7i1.6943","DOIUrl":"https://doi.org/10.12962/j24775401.v7i1.6943","url":null,"abstract":"A real Bott manifold (RBM) is obtained as the orbit space of the n-torus T^n by a free action of an elementary abelian 2-group ZZ_2^n. This paper deals with the classification of some particular types of RBMs of dimension n, so that we know the number of diffeomorphism classes in such RBMs.","PeriodicalId":357596,"journal":{"name":"International Journal of Computing Science and Applied Mathematics","volume":"198200 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115186031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Safety Verification of SEITR Epidemic Model on Recombination HIV and Hepatitis B Virus using Taylor Model 应用Taylor模型验证HIV与乙肝病毒重组SEITR流行模型的安全性
Pub Date : 2021-02-21 DOI: 10.12962/j24775401.v7i1.7691
Asmudik Asmudik, D. Adzkiya, M. Mardlijah, H. Hariyanto
Human Immunodeficiency Virus (HIV) is an AIDS (Acquired Immuno Deficiency Syndrome) virus that attacks the immune system for which there is no cure. When the immune system has decreased, it is prone to diseases such as Hepatitis B disease. To reduce the error value of the number of subpopulations, we use an interval approximation. One of the simulation calculations that the number of variables initially intervals is Taylor model. Taylor's model can be used to verify that the number of people infected with HIV and Hepatitis B will not exceed the specified number of unsafe sets. To calculate the set of states that are reached by the system over a certain period of time, given the initial conditions and parameters. The initial condition is divided into three scenarios, an affordable set of states, safety verification can be done. As a result of the safety verification of the three scenarios provided there is no set of states that are not safe, so the results of all three scenarios are safe.
人类免疫缺陷病毒(HIV)是一种艾滋病(获得性免疫缺陷综合症)病毒,它攻击免疫系统,目前尚无治愈方法。当免疫系统下降时,就容易患上乙型肝炎等疾病。为了减小子总体数量的误差值,我们使用了区间逼近。其中一种模拟计算方法是初始区间变量数是泰勒模型。Taylor的模型可以用来验证感染HIV和乙肝的人数不会超过指定的不安全集合数。在给定初始条件和参数的情况下,计算系统在一定时间内达到的状态集。初始条件分为三种场景,一组负担得起的状态,可以进行安全验证。如果没有不安全的状态集,那么这三个场景的安全性验证的结果就是所有三个场景的结果都是安全的。
{"title":"Safety Verification of SEITR Epidemic Model on Recombination HIV and Hepatitis B Virus using Taylor Model","authors":"Asmudik Asmudik, D. Adzkiya, M. Mardlijah, H. Hariyanto","doi":"10.12962/j24775401.v7i1.7691","DOIUrl":"https://doi.org/10.12962/j24775401.v7i1.7691","url":null,"abstract":"Human Immunodeficiency Virus (HIV) is an AIDS (Acquired Immuno Deficiency Syndrome) virus that attacks the immune system for which there is no cure. When the immune system has decreased, it is prone to diseases such as Hepatitis B disease. To reduce the error value of the number of subpopulations, we use an interval approximation. One of the simulation calculations that the number of variables initially intervals is Taylor model. Taylor's model can be used to verify that the number of people infected with HIV and Hepatitis B will not exceed the specified number of unsafe sets. To calculate the set of states that are reached by the system over a certain period of time, given the initial conditions and parameters. The initial condition is divided into three scenarios, an affordable set of states, safety verification can be done. As a result of the safety verification of the three scenarios provided there is no set of states that are not safe, so the results of all three scenarios are safe.","PeriodicalId":357596,"journal":{"name":"International Journal of Computing Science and Applied Mathematics","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130582580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mathematical Modeling and Simulation to Control the Spread of Multidrug-Resistant Tuberculosis 控制耐多药结核病传播的数学建模与仿真
Pub Date : 2021-02-21 DOI: 10.12962/j24775401.v7i1.6975
Sulasri Suddin, Elinora Naikteas Bano
Tuberculosis is an infectious disease caused by Mycobacterium tuberculosis. Tuberculosis that fails treatment will develop into multidrug-resistant tuberculosis. Research on the TB epidemic continues, particularly in the field of applied mathematics with modeling. In this study, we analyzed a suitable strategy in controlling the development of susceptible individuals to active tuberculosis and even multidrug-resistant tuberculosis. In this work, local stability analysis was carried out around the equilibrium point. Also, to see the most influential parameters in the epidemic, a sensitivity analysis was performed on basic reproductive factors. Besides, the final work was to do numerical simulations with some cases, so that the model could describe the disease's phenomena and characteristics.
结核病是一种由结核分枝杆菌引起的传染病。治疗失败的结核病将发展成耐多药结核病。关于结核病流行的研究仍在继续,特别是在应用数学建模领域。在本研究中,我们分析了控制活动性结核病易感个体甚至耐多药结核病发展的合适策略。在本工作中,围绕平衡点进行了局部稳定性分析。此外,为了了解疫情中影响最大的参数,对基本生殖因素进行了敏感性分析。此外,最后的工作是对一些案例进行数值模拟,使模型能够描述疾病的现象和特征。
{"title":"Mathematical Modeling and Simulation to Control the Spread of Multidrug-Resistant Tuberculosis","authors":"Sulasri Suddin, Elinora Naikteas Bano","doi":"10.12962/j24775401.v7i1.6975","DOIUrl":"https://doi.org/10.12962/j24775401.v7i1.6975","url":null,"abstract":"Tuberculosis is an infectious disease caused by Mycobacterium tuberculosis. Tuberculosis that fails treatment will develop into multidrug-resistant tuberculosis. Research on the TB epidemic continues, particularly in the field of applied mathematics with modeling. In this study, we analyzed a suitable strategy in controlling the development of susceptible individuals to active tuberculosis and even multidrug-resistant tuberculosis. In this work, local stability analysis was carried out around the equilibrium point. Also, to see the most influential parameters in the epidemic, a sensitivity analysis was performed on basic reproductive factors. Besides, the final work was to do numerical simulations with some cases, so that the model could describe the disease's phenomena and characteristics.","PeriodicalId":357596,"journal":{"name":"International Journal of Computing Science and Applied Mathematics","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131702196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Particle Swarm Optimization and Genetic Algorithm for Big Vehicle Problem: Case Study in National Pure Milk Company 大型车辆问题的粒子群优化与遗传算法——以国家纯牛奶公司为例
Pub Date : 2021-02-21 DOI: 10.12962/j24775401.v7i1.8210
T. Prasetyo
The number of companies in the industry, as well as the current economic conditions, have created intense competition between companies. One of the important activities of a company is distributing goods from a warehouse to several agents so that the distribution of goods can be done easily and quickly. National Pure Milk Company is based in Salatiga. There are various flavors of pure milk stored in the form of a cup and a pack that will be distributed to each destination. Each cup and pack has data in the form of mass, volume, destination (distance between the destination location and the warehouse location), and the time when it must be dropped. All items of pure milk will be delivered by 4 truck vehicles with different types. Each vehicle has a mass capacity, volume capacity, mileage capacity, trip duration capacity, and trip number capacity. All the data of the pure milk that distributed must not run over the capacity of the vehicle. In this research, Particle Swarm Optimization (PSO) Algorithm can be modified into the discrete PSO Algorithm to determine the shortest distance of the route and Genetic Algorithms can be modified to determine the exact composition of goods on each vehicle. The optimization problem is limited by the condition that each item is delivered at the same time interval.
该行业的公司数量,以及目前的经济状况,造成了公司之间的激烈竞争。公司的重要活动之一是将货物从仓库分配给几个代理商,以便轻松快速地完成货物分配。国家纯牛奶公司总部设在萨拉蒂加。有各种口味的纯牛奶以杯子和包装的形式储存,将分发到每个目的地。每个杯子和包装都有质量、体积、目的地(目的地位置与仓库位置之间的距离)和必须丢弃的时间等数据。所有的纯牛奶将由4辆不同类型的卡车运送。每辆车都有质量容量、体积容量、里程容量、行程持续时间容量和行程次数容量。所分发的纯牛奶的所有数据不得超过车辆的容量。在本研究中,粒子群优化算法可以修改为离散粒子群优化算法来确定路线的最短距离,遗传算法可以修改为确定每辆车上货物的确切组成。优化问题受限于每件商品在同一时间间隔内送达的条件。
{"title":"Particle Swarm Optimization and Genetic Algorithm for Big Vehicle Problem: Case Study in National Pure Milk Company","authors":"T. Prasetyo","doi":"10.12962/j24775401.v7i1.8210","DOIUrl":"https://doi.org/10.12962/j24775401.v7i1.8210","url":null,"abstract":"The number of companies in the industry, as well as the current economic conditions, have created intense competition between companies. One of the important activities of a company is distributing goods from a warehouse to several agents so that the distribution of goods can be done easily and quickly. National Pure Milk Company is based in Salatiga. There are various flavors of pure milk stored in the form of a cup and a pack that will be distributed to each destination. Each cup and pack has data in the form of mass, volume, destination (distance between the destination location and the warehouse location), and the time when it must be dropped. All items of pure milk will be delivered by 4 truck vehicles with different types. Each vehicle has a mass capacity, volume capacity, mileage capacity, trip duration capacity, and trip number capacity. All the data of the pure milk that distributed must not run over the capacity of the vehicle. In this research, Particle Swarm Optimization (PSO) Algorithm can be modified into the discrete PSO Algorithm to determine the shortest distance of the route and Genetic Algorithms can be modified to determine the exact composition of goods on each vehicle. The optimization problem is limited by the condition that each item is delivered at the same time interval.","PeriodicalId":357596,"journal":{"name":"International Journal of Computing Science and Applied Mathematics","volume":"89 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131897262","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Dynamics of Stock Price Change Motion Effected by Covid-19 Pandemic and the Stock Price Prediction Using Multi-layered Neural Network Covid-19大流行影响下股价变动动态及多层神经网络股价预测
Pub Date : 2021-02-21 DOI: 10.12962/j24775401.v7i1.7023
Zani Anjani Rafsanjani, D. Nurtiyasari, Angga Syahputra
In this paper, we work on the analysis of dynamical change on stock price during Covid-19 pandemic using nonlinear deterministic motion equation. The model is given by the second-order differential equation with constant coefficient over time with some consideration under stock market structure. This coefficient shows the rate of change of stock price throughout Covid-19. Thus, the Least Square estimator is derived to determine the constant factor. Further, we conduct the Multi layered Neural Network algorithm to predict the future stock price. To provide accurate forecasting results, the algorithm used in this paper has to be able to recognize stock price data pattern which has dynamic characteristics. Multi-layered Neural Network solve the data with dynamic characteristics by using more than one hidden layer. The input layers of this network are not directly connected to the output layers of the network. Therefore, this algorithm is expected to provide accurate forecasting results. We use the Jakarta Composite Stock Price Index (IHSG) and Waskita Karya Company stock price's data for the subject of observation.
本文利用非线性确定性运动方程分析了Covid-19大流行期间股票价格的动态变化。在股票市场结构下,模型是用常系数随时间变化的二阶微分方程给出的。该系数反映了新冠疫情期间股价的变化率。因此,导出了最小二乘估计量来确定常数因子。在此基础上,运用多层神经网络算法对未来股票价格进行预测。为了提供准确的预测结果,本文使用的算法必须能够识别具有动态特征的股票价格数据模式。多层神经网络通过使用多个隐藏层来求解具有动态特征的数据。该网络的输入层不直接连接到网络的输出层。因此,该算法有望提供准确的预测结果。我们使用雅加达综合股票价格指数(IHSG)和Waskita Karya公司的股票价格数据作为观察对象。
{"title":"The Dynamics of Stock Price Change Motion Effected by Covid-19 Pandemic and the Stock Price Prediction Using Multi-layered Neural Network","authors":"Zani Anjani Rafsanjani, D. Nurtiyasari, Angga Syahputra","doi":"10.12962/j24775401.v7i1.7023","DOIUrl":"https://doi.org/10.12962/j24775401.v7i1.7023","url":null,"abstract":"In this paper, we work on the analysis of dynamical change on stock price during Covid-19 pandemic using nonlinear deterministic motion equation. The model is given by the second-order differential equation with constant coefficient over time with some consideration under stock market structure. This coefficient shows the rate of change of stock price throughout Covid-19. Thus, the Least Square estimator is derived to determine the constant factor. Further, we conduct the Multi layered Neural Network algorithm to predict the future stock price. To provide accurate forecasting results, the algorithm used in this paper has to be able to recognize stock price data pattern which has dynamic characteristics. Multi-layered Neural Network solve the data with dynamic characteristics by using more than one hidden layer. The input layers of this network are not directly connected to the output layers of the network. Therefore, this algorithm is expected to provide accurate forecasting results. We use the Jakarta Composite Stock Price Index (IHSG) and Waskita Karya Company stock price's data for the subject of observation.","PeriodicalId":357596,"journal":{"name":"International Journal of Computing Science and Applied Mathematics","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125392751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Properties of Generalised Lattice Ordered Groups 广义格序群的性质
Pub Date : 2021-02-21 DOI: 10.12962/j24775401.v7i1.7778
P. R. Kishore, Dawit Cherinet Kifetew
A partially ordered group (po-group) is said to be a generalised lattice ordered group (gl-group) if the underlying poset is a generalised lattice. This paper is a study of some properties of finite subsets of a generalised lattice ordered group (gl-group). Finally obtained a lattice ordered group (l-group) from the given interally closed gl-group and concluded that every integrally closed gl-group is distributive.
如果一个偏序群(po-群)是一个广义格序群,则称其为广义格序群(gl-群)。研究了一类广义格序群(gl-群)的有限子集的一些性质。最后由给定的内闭gl-群得到一个格序群(l-群),并得出每一个整闭gl-群都是分配的结论。
{"title":"Properties of Generalised Lattice Ordered Groups","authors":"P. R. Kishore, Dawit Cherinet Kifetew","doi":"10.12962/j24775401.v7i1.7778","DOIUrl":"https://doi.org/10.12962/j24775401.v7i1.7778","url":null,"abstract":"A partially ordered group (po-group) is said to be a generalised lattice ordered group (gl-group) if the underlying poset is a generalised lattice. This paper is a study of some properties of finite subsets of a generalised lattice ordered group (gl-group). Finally obtained a lattice ordered group (l-group) from the given interally closed gl-group and concluded that every integrally closed gl-group is distributive.","PeriodicalId":357596,"journal":{"name":"International Journal of Computing Science and Applied Mathematics","volume":"360 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124535575","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Journal of Computing Science and Applied Mathematics
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1