Bio-inspired computation: Where we stand and what's next

J Del Ser, E Osaba, D Molina, XS Yang… - Swarm and Evolutionary …, 2019 - Elsevier
In recent years, the research community has witnessed an explosion of literature dealing
with the mimicking of behavioral patterns and social phenomena observed in nature towards …

[HTML][HTML] A prescription of methodological guidelines for comparing bio-inspired optimization algorithms

A LaTorre, D Molina, E Osaba, J Poyatos… - Swarm and Evolutionary …, 2021 - Elsevier
Bio-inspired optimization (including Evolutionary Computation and Swarm Intelligence) is a
growing research topic with many competitive bio-inspired algorithms being proposed every …

Comprehensive taxonomies of nature-and bio-inspired optimization: Inspiration versus algorithmic behavior, critical analysis recommendations

D Molina, J Poyatos, JD Ser, S García, A Hussain… - Cognitive …, 2020 - Springer
In recent algorithmic family simulates different biological processes observed in Nature in
order to efficiently address complex optimization problems. In the last years the number of …

[图书][B] Handbook of bioinspired algorithms and applications

S Olariu, AY Zomaya - 2005 - books.google.com
This authoritative handbook reveals the connections between bioinspired techniques and
the development of solutions to problems that arise in diverse problem domains. It provides …

Bio inspired computing–a review of algorithms and scope of applications

AK Kar - Expert Systems with Applications, 2016 - Elsevier
With the explosion of data generation, getting optimal solutions to data driven problems is
increasingly becoming a challenge, if not impossible. It is increasingly being recognised that …

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 …

[HTML][HTML] Bio-inspired computing: Algorithms review, deep analysis, and the scope of applications

A Darwish - Future Computing and Informatics Journal, 2018 - Elsevier
Bio-inspired computing represents the umbrella of different studies of computer science,
mathematics, and biology in the last years. Bio-inspired computing optimization algorithms is …

[图书][B] Biologically inspired optimization methods: an introduction

M Wahde - 2008 - books.google.com
Biologically inspired optimization methods constitute a rapidly expanding field of research,
with new applications appearing on an almost daily basis, as optimization problems of ever …

Swarm intelligence and bio-inspired computation: an overview

XS Yang, M Karamanoglu - Swarm intelligence and bio-inspired …, 2013 - Elsevier
Swarm intelligence (SI) and bio-inspired computing in general have attracted great interest
in almost every area of science, engineering, and industry over the last two decades. In this …

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 …