A review on genetic algorithm: past, present, and future

S Katoch, SS Chauhan, V Kumar - Multimedia tools and applications, 2021 - Springer
In this paper, the analysis of recent advances in genetic algorithms is discussed. The genetic
algorithms of great interest in research community are selected for analysis. This review will …

Genetic algorithms: Theory, genetic operators, solutions, and applications

B Alhijawi, A Awajan - Evolutionary Intelligence, 2024 - Springer
A genetic algorithm (GA) is an evolutionary algorithm inspired by the natural selection and
biological processes of reproduction of the fittest individual. GA is one of the most popular …

Development of the Natural Survivor Method (NSM) for designing an updating mechanism in metaheuristic search algorithms

HT Kahraman, M Katı, S Aras, DA Taşci - Engineering Applications of …, 2023 - Elsevier
Meta-heuristic search algorithms (MHSs) are methods that take their inspiration from nature.
However, the fitness value information used in the design of the update mechanism in MHSs …

Robots' picking efficiency and pickers' energy expenditure: the item storage assignment policy in robotic mobile fulfillment system

J Zhang, N Zhang, L Tian, Z Zhou, P Wang - Computers & Industrial …, 2023 - Elsevier
The item storage assignment problem (ISAP) in a robotic mobile fulfillment system (RMFS) is
addressed in the paper. Recently, most ISAP studies have concentrated on improving the …

GEMM, a Genetic Engineering-Based Mutual Model for Resource Allocation of Grid Computing

SK Sharma, A Chaurasia, VS Sharma… - IEEE …, 2023 - ieeexplore.ieee.org
Resource selection, sharing, and aggregation are the key functions of grid computing.
However, managing the resources in a grid-based environment is a stimulating task. It is …

Building performance optimization for university dormitory through integration of digital gene map into multi-objective genetic algorithm

Y Xu - Applied Energy, 2022 - Elsevier
College students spent most of their time in dormitory buildings, which account for a large
proportion of the overall electricity use in university. Building performance is determined by …

Iga: An improved genetic algorithm to construct weightwise (almost) perfectly balanced boolean functions with high weightwise nonlinearity

L Yan, J Cui, J Liu, G Xu, L Han, A Jolfaei… - Proceedings of the 2023 …, 2023 - dl.acm.org
The Boolean functions satisfying secure properties on the restricted sets of inputs are
studied recently due to their importance in the framework of the FLIP stream cipher …

Aggregated planning to solve multi-product multi-period disassembly line balancing problem by considering multi-manned stations: A generic optimization model and …

FB Yeni, E Cevikcan, B Yazici, OF Yilmaz - Computers & Industrial …, 2024 - Elsevier
Disassembly lines are crucial in the recovery process of end-of-life (EOL) products,
facilitating the systematic extraction of parts to meet predetermined objectives. While …

Improved genetic-simulated annealing algorithm for seru loading problem with downward substitution under stochastic environment

Z Zhang, L Wang, X Song, H Huang… - Journal of the operational …, 2022 - Taylor & Francis
To cope with fluctuating production demands in the volatile markets, a new-type seru
production system is adopted due to its efficiency, flexibility, and responsiveness …

A survey of metaheuristic algorithms for the design of cryptographic Boolean functions

M Djurasevic, D Jakobovic, L Mariot, S Picek - Cryptography and …, 2023 - Springer
Boolean functions are mathematical objects used in diverse domains and have been
actively researched for several decades already. One domain where Boolean functions play …