A Survey on Meta-heuristic Algorithms for Global Optimization Problems

Abdel Nasser H. Zaied, Mahmoud M. Ismail, Salwa El El-Sayed

2020Journal of Intelligent Systems and Internet of Things16 citationsDOI

Abstract

Optimization is a more important field of research. With increasing the complexity of real-world problems, the more efficient and reliable optimization algorithms vital. Traditional methods are unable to solve these problems so, the first choice for solving these problems becomes meta-heuristic algorithms. Meta-heuristic algorithms proved their ability to solve more complex problems and giving more satisfying results. In this paper, we introduce the more popular meta-heuristic algorithms and their applications in addition to providing the more recent references for these algorithms.

Topics & Concepts

Meta heuristicHeuristicComputer scienceNull-move heuristicField (mathematics)Mathematical optimizationOptimization algorithmOptimization problemAlgorithmArtificial intelligenceMathematicsPure mathematicsMetaheuristic Optimization Algorithms ResearchRobotic Path Planning AlgorithmsAdvanced Multi-Objective Optimization Algorithms