An intelligent decision guidance system which is composed of data collection, learning, optimization, and prediction is proposed in the paper. Built on the traditional relational database management system, the regression learning ability is incorporated. The Expectation Maximization Multi-Step Piecewise Surface Regression Learning (EMMPSR) algorithm is proposed to solve piecewise surface regre...

A new structure learning approach for Bayesian networks (BNs) based on asexual reproduction optimization (ARO) is proposed in this letter. ARO can be essentially considered as an evolutionary based algorithm that mathematically models the budding mechanism of asexual reproduction. In ARO, a parent produces a bud through a reproduction operator; thereafter the parent and its bud compete to survi...

This paper presents a survey of the articles published in period 2013–2021 related to application teaching–learning-based optimization (TLBO), which reproduces dynamics that occur classroom with teacher and student. uses algorithm optimize some objective functions design electronics field. A total 62 papers were reviewed graphs generated summarize most relevant these articles. These have been c...