Application of bio and nature-inspired algorithms in agricultural engineering

C Maraveas, PG Asteris, KG Arvanitis… - … Methods in Engineering, 2023 - Springer
The article reviewed the four major Bioinspired intelligent algorithms for agricultural
applications, namely ecological, swarm-intelligence-based, ecology-based, and multi …

Review and classification of bio-inspired algorithms and their applications

X Fan, W Sayers, S Zhang, Z Han, L Ren… - Journal of Bionic …, 2020 - Springer
Scientists have long looked to nature and biology in order to understand and model
solutions for complex real-world problems. The study of bionics bridges the functions …

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 …

Plant intelligence based metaheuristic optimization algorithms

S Akyol, B Alatas - Artificial Intelligence Review, 2017 - Springer
Classical optimization algorithms are insufficient in large scale combinatorial problems and
in nonlinear problems. Hence, metaheuristic optimization algorithms have been proposed …

[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 …

[图书][B] Metaheuristic optimization: Nature-inspired algorithms swarm and computational intelligence, theory and applications

MO Okwu, LK Tartibu - 2020 - books.google.com
This book exemplifies how algorithms are developed by mimicking nature. Classical
techniques for solving day-to-day problems is time-consuming and cannot address complex …

Jaya: an advanced optimization algorithm and its engineering applications

RV Rao - 2019 - Springer
Keeping in view of the limitations of the traditional optimization techniques, the researchers
have developed a number of advanced optimization algorithms popularly known as …

[图书][B] Nature-inspired optimization algorithms

A Vasuki - 2020 - books.google.com
Nature-Inspired Optimization Algorithms, a comprehensive work on the most popular
optimization algorithms based on nature, starts with an overview of optimization going from …

Comparison study of swarm intelligence techniques for the annual crop planning problem

S Chetty, AO Adewumi - Ieee transactions on evolutionary …, 2013 - ieeexplore.ieee.org
Annual crop planning (ACP) is an NP-hard type optimization problem in agricultural
planning. It involves finding the optimal solution for the seasonal hectare allocations of a …

Nature-inspired algorithms: A comprehensive review

EH Houssein, M Younan… - Hybrid Computational …, 2019 - taylorfrancis.com
This chapter focuses the light on new research trends. It discusses classifications of the
nature-inspired algorithms and presents a brief list of algorithms followed by several different …