The Ontology of Knowledge Based Optimization

TL;DR

This paper proposes using ontology to unify and enhance understanding of various optimization problems, aiming to develop a knowledge-based approach to improve optimization strategies.

Contribution

It introduces an ontology framework for optimization problems, linking diverse themes and concepts to facilitate knowledge-based optimization strategies.

Findings

Developed an ontology model for optimization concepts

Linked different optimization themes through ontological relationships

Enhanced optimization strategies using knowledge-based approaches

Abstract

Optimization has been becoming a central of studies in mathematic and has many areas with different applications. However, many themes of optimization came from different area have not ties closing to origin concepts. This paper is to address some variants of optimization problems using ontology in order to building basic of knowledge about optimization, and then using it to enhance strategy to achieve knowledge based optimization.