TY - EJOU AU - T1 - An Examination of the Methods of Increasing Software Efficiency Based on Soft Computing Technology T2 - Review of Computer Engineering Research PY - 2019 VL - 6 IS - 1 SN - 2410-9142 AB - This paper examines the methods of increasing software efficiency based on soft computing technology by analyzing the benefits and challenges of the components used in software development. The functions and features of machine learning, comprising neural networks, perceptron, support vector machines, and fuzzy logic are highlighted and explained, along with those of evolutionary computation (e.g., evolutionary and genetic algorithms) and probability. Recommendations are presented in conclusion. KW - Soft computing KW - Software efficiency KW - Software development KW - Programming technology KW - Soft computing components. DO - 10.18488/journal.76.2019.61.45.56