CW1: CASE STUDY OPERATIONS RESEARCH MODELLING AND REPORTING TASK

Introduction

The negative exponential distribution is a closely related distribution with the discrete events. It can be helpful to intensify the Poisson distribution within a company that can identify the varied functions of the company. It can be inversely proportional to the observed headway functions which are seen in the study. It is either advantageous or disadvantageous in nature that can be helpful to make the evident changes within the company that is using it. The study will be highlighting the varied systems of the negative exponential approaches within the SmartSus Limited. It will also highlight the critical part of the selected application which can be helpful to give an in depth knowledge about the study.

Description of the systems dynamics approach

The negative exponential distribution has a definite relationship with the Poisson distribution. It can be helpful to make the Poisson distribution which can be helpful to bring out more customers within the company. The negative exponential distribution understands the growth of the customers which is brought about by adhering to the incidents taking place (Malekzadeh et al. 2020). It also includes the requests of the files and the documents that are required by the customers.

They are helping the customer to drive at the store and to develop the varied processes. It can also help make the possibilities for calculating the arrival and the rating part of the company. The exponential negative distribution is such that can help to make the space between the events more accurate and the measure the accurate distance and the time required to meet the needs of the customers. It also develops more and more circles to bring out the particular areas with the SmartSus Limited Company (Mahmoudi and Lalehzari, 2017). This brings out the first rough models within the company that can be bringing out the modeling of certain situations.

This varied approaches that are bought by the SmartSus Company are:

Memoryless property

The approach of the memoryless property can be considered to be very impactful. It can be accepted to make the length of the varied happening within the company more appropriate. It can be helpful to handle the certain situations within the SmartSus Limited which helps to evaluate and make certain developments with the customers (Kanta Patra et al. 2020). This approach logically makes certain understanding for the particular areas that is giving a brief idea about the development of the company.

Probability Density Function

This approach tends to show the exponential growth and try to understand whether it is the negative or the positive side (Oguntunde et al. 2018).This can help to bring out the common form of the company that will understand the natural number, mean and the random value within the company. It also brings out the functions within the company that they are supposed to mitigate and the evident development within the company.

Connection to Other Distributions

The approach of the connection to the other distribution can be required to make the position distribution of certain events. It includes the events and the other happening within the company. This can understand the time that is taken by the company to understand the geometric shapes (Kanta Patra et al. 2020). This also includes the specific events and the other succession that is included in a series. Also, the parameters within the company can be helping to make the definite development and retain to understand the number of members within the company.

Exponential Family

The approach also includes the probability distribution that can be helpful to develop the exponential classes (Malekzadeh et al. 2020). They are required to make the evident changes within the members of the company that includes the binormal distribution, categorical distribution and the negative binomial distribution. This can be developed in the cumulant generating functions that can be making certain changes within the Smartsus Limited.

The reliability analysis for repairing the dynamic behaviour can be evaluated on the varied requirement of the SmartSus Company. It should be understood from the system and the analysis of the proposed framework that the valid reasons for using the varied approaches can be helpful to make the reliability analysis (Gulc, 2017). It is supposed to make the varied developments within the company that is required to reflect the reliability analysis in the company.

The technological development as a part of the company may drop down once the rate of the negative exponential distribution may grow towards the negative side. It can be making the varied behaviour and the system reliability within the qualitative and the quantitative judgements that can help to make the processes more reliable (Malekzadeh et al. 2020). The complex systems can be adhering to the analytical methods which might be difficult to make the readers learn about the realistic condition.

Critique of a selected application of system dynamics in logistics

As per the views of Li et al. (2017), the negative exponential distribution is used only when the measurements within the numbers can be well established and well aware of the probability function. It can be making certain developments within the theory that includes the semi-quantitative model of the verifiable applications within the company. The reliability theory can be adapted to the identical places or the organization that is required to be making certain developments within the redundant system. It also repairs the failed units and repairs the inspected and repaired units.

As proposed by Zheng and Zhang (2017), it is noted that the verified problems within the SmartSus Limited Company related to the economy and the recordkeeping issues can be used by companies. The determining factors that are being adopted by the company are supposed to make evident changes within the company. Also, the stability within the solution bought out by the SmartSus Limited will be proposed to understand the diffusion equations within the company. It can help to make the several numerical expressions that have been brought out by the varied companies. This is also applicable for the SmartSus Limited Company that helps to improve the manuscript in a greater way. The records that are bought out by the company are utilized to make sure that the customers were not supposed to wait for a specific span of time.

Again it is also stated by the SmartSus limited company that WE distribution is required to double the distribution and make better performance within the company. It is helpful for understanding the remarkable competitive distribution within the SmartSus Limited Company. The distribution of the negative exponential distribution can be helpful to make the distribution within the company (Gulc, 2017). It also includes the resemblance of the property that is adhered by the company that can be adhering to the construction of the continuity within the company. It also includes the technological development within the companies that can be equally distributing the facts and the figures of the company (Malekzadeh et al. 2020). It also enables the second participation within the company that can be utilised to overcome the issues and the services that the SmartSus Limited is providing. They are also required to complete the expected services that can be maintained to address the conditions within the company.

It is also stated by Oguntunde et al. (2018), that the negative exponential distribution can be effective to understand the graphical distribution of the products within the company. It could be making the parameters of the values and the dependent variables that can be helpful to understand the difficult life phenomenon within the company. It helps to develop the development to the company. It also includes the methods that are proposed by the company that can be helpful to make the analytical development within the company. Also the analytical negative exponential distribution can be helpful to gain the secondary data set and the other developments that are taken by the company (Mikhaylyk et al. 2019). Also, the statistical properties that are bought out by the company can be making certain developments. The application can be provided to be exceeding the arts of the varied products and include the application of the study. The probability distribution can be stated to develop the values of the parameters.

Conclusion

From the above study it can be concluded that the negative exponential distribution is required to make the evident development within the SmartSus Limited. It undergoes certain approaches that can be evident to make the expected remaining services within the company. Also, the study is highlighting the fact that the conditions that are taken within the company can be evident to keep the record of the conditions within the study. It also highlights the insights within the Poisson princesses that can be making the structures form the increment within the company. Also, the independent variables are required to be kept in mind that is understood from the above study that can have a definite way to make the evident changes within the study.

Reference

Gulc, A., 2017. Models and methods of measuring the quality of logistic service. Procedia Engineering, 182, pp.255-264.

Kanta Patra, L., Kumar, S. and Kibria, B.G., 2020. Improved estimation of a function of scale parameter of a doubly censored exponential distribution. Communications in Statistics-Theory and Methods, 49(9), pp.2049-2064.

Li, J., Luo, B., Yang, D., Yin, L., Wu, G. and Guo, H., 2017. Negative exponential behavior of image mutual information for pseudo-thermal light ghost imaging: observation, modeling, and verification. Science Bulletin, 62(10), pp.717-723.

Mahmoudi, E. and Lalehzari, R., 2017. Bounded risk estimation of the hazard rate function of the exponential distribution: Two-stage procedure. Sequential Analysis, 36(1), pp.38-54.

Malekzadeh, A., Jafari, A.A. and Mahmoudi, S.M., 2021. Inference on the mean parameter of a two-parameter exponential distribution: Complete, censored and record data. Journal of Statistics and Management Systems, pp.1-20.

Mikhaylyk, M., Baginova, V. and Mamaev, E., 2019. Empirical markers in the concept of digital logistics of multichannel supply chains. In E3S Web of Conferences (Vol. 91, p. 08056). EDP Sciences.

Oguntunde, P.E., Ilori, K.A. and Okagbue, H.I., 2018. The inverted weighted exponential distribution with applications. International Journal of Advanced and Applied Sciences, 5(11), pp.46-50.

Zheng, G.H. and Zhang, Q.G., 2017. Determining the initial distribution in space-fractional diffusion by a negative exponential regularization method. Inverse Problems in Science and Engineering, 25(7), pp.965-977.