Online ISSN: 2515-8260

Author : Basha, A. Muhammad Raheel

Mathematical Modelling of Supply Chain under Current COVID’19 Business scenario with the Review Study on the Fuzzy Logic based Supply Chains

B. Nishanth; S. Priyanka; Venkatesh Kannan; A. Muhammad Raheel Basha; J. Dinesh; R. Muruganandham; V. Harish

European Journal of Molecular & Clinical Medicine, 2020, Volume 7, Issue 2, Pages 4972-4981

Organisation should focus on raw material flow, and process flow for the smooth running of supply chain. And the success of the supply chain depends on the demand aspects of the market too. Designing a supply chain does involve many challenges in all the flows mentioned above. This article is a review study of Fuzzy logic has been applied in modelling the supply chain. Besides the article also suggests briefly the initial requirements of evolving a mathematical model for an integrated supply chain

A Brief Study on the application of SVM Algorithm for Asset Price Prediction and Portfolio Optimization with respect to Risk and Return

Sabarinathan .; A. Muhammad Raheel Basha; J. Dinesh; U. Thilak; R. Muruganandham; S. Vanitha

European Journal of Molecular & Clinical Medicine, 2020, Volume 7, Issue 2, Pages 4991-4997

Portfolio Optimization is to evolve models to compute an optimal proportion of capital for investing with respects to the assets in the portfolio. Portfolio optimization covers a wide range of financial assets, such as stocks, funds, bonds, commodities, currencies and loans, whereas similar concepts and ideas are also applicable to non-financial portfolios. Asset price prediction is an important challenge in portfolio optimization. This project utilizes Support Vector Machines, a Machine learning algorithm for asset price prediction. SVM is very accurate and gives better results compared to other techniques. This project is mainly concentrated on predicting asset price followed by portfolio optimization considering the risk and return associated with each and every asset using R programming.