Nature inspired optimization algorithms or simply variations of metaheuristics?

A Tzanetos, G Dounias - Artificial Intelligence Review, 2021 - Springer
In the last decade, we observe an increasing number of nature-inspired optimization
algorithms, with authors often claiming their novelty and their capabilities of acting as …

[图书][B] Advanced optimization by nature-inspired algorithms

O Bozorg-Haddad - 2018 - Springer
From the early 1990s, the introduction of the term “Computational Intelligence”(CI)
highlighted the potential applicability of this field. One of the preliminary applications of the …

A brief review of nature-inspired algorithms for optimization

I Fister Jr, XS Yang, I Fister, J Brest, D Fister - arXiv preprint arXiv …, 2013 - arxiv.org
Swarm intelligence and bio-inspired algorithms form a hot topic in the developments of new
algorithms inspired by nature. These nature-inspired metaheuristic algorithms can be based …

Nature inspired optimization algorithms: a comprehensive overview

A Kumar, M Nadeem, H Banka - Evolving Systems, 2023 - Springer
Nature performs complex tasks in a simple yet efficient way. Natural processes may seem
straightforward from outside but are composed of several inherently complicated sub …

[图书][B] Nature-inspired algorithms for optimisation

R Chiong - 2009 - books.google.com
Nature-Inspired Algorithms have been gaining much popularity in recent years due to the
fact that many real-world optimisation problems have become increasingly large, complex …

Nature-inspired computation and swarm intelligence: a state-of-the-art overview

XS Yang, M Karamanoglu - Nature-Inspired Computation and Swarm …, 2020 - Elsevier
Nature-inspired algorithms can be flexible and efficient for solving optimization problems.
There are a wide spectrum of nature-inspired algorithms in the literature, and most of such …

Nature-inspired optimization algorithms: Challenges and open problems

XS Yang - Journal of Computational Science, 2020 - Elsevier
Many problems in science and engineering can be formulated as optimization problems,
subject to complex nonlinear constraints. The solutions of highly nonlinear problems usually …

Metaheuristics in nature-inspired algorithms

MA Lones - Proceedings of the Companion Publication of the 2014 …, 2014 - dl.acm.org
To many people, the terms nature-inspired algorithm and metaheuristic are interchangeable.
However, this contemporary usage is not consistent with the original meaning of the term …

From ants to whales: metaheuristics for all tastes

F Fausto, A Reyna-Orta, E Cuevas, ÁG Andrade… - Artificial Intelligence …, 2020 - Springer
Nature-inspired metaheuristics comprise a compelling family of optimization techniques.
These algorithms are designed with the idea of emulating some kind natural phenomena …

[图书][B] Applied nature-inspired computing: algorithms and case studies

N Dey, AS Ashour, S Bhattacharyya - 2020 - Springer
Meta-heuristics are considered well-known problem-solving techniques under incomplete
information and/or insufficient knowledge about the problem under consideration. Meta …