preview

Examples Of Teaching-Learning Based Optimization

Decent Essays

CHAPTER 3
TEACHERING-LEARNING BASED OPTIMIZATION (TLBO)
3.1 Teaching –Learning Based Optimization: An overview
Teaching –learning-based optimization (TLBO) is a newly introduced by R.V. Rao in NIT-surat. It is an evolutionary optimization algorithm that inspired from teaching –learning phenomenon of a classroom. It is a novel population based algorithm with faster convergence speed without any algorithm – specific parameters. In TLBO each potential problem is treated as a learner with certain knowledge. The TLBO consist of two phases Teacher phase and Learner phase, in both phases learner improves their knowledge from teacher (in teacher phase) and also from classmates (in learner phase).
In section 3.2 Teacher-learning based optimization is described, Section 3.3 discusses the Teacher-learning based optimization, Section 3.4 describes the flow of Teacher-learning based optimization with the help of Flow Chart and finally section 3.5 concluded the chapter.

3.2 Teaching-Learning Based Optimization …show more content…

Inspired by the teaching - learning process in the classroom. It is a population –based evolutionary computer algorithm that modeled on transferring knowledge in the classroom and use student result to proceed on global solution. TLBO does not need any specific parameters; it only requires common controlling parameters like population size and number of generations, so it is called parameter less optimization algorithm. TLBO is divided into two phases: ‘Teacher Phase’ and ‘Learner Phase’. In Teacher phase learners gain knowledge from teacher and then Learner also gain knowledge from their classmates by mutual interaction, group-discussion etc. in ‘Learning

Get Access