A comprehensive review on scatter search: techniques, applications, and challenges

M Kalra, S Tyagi, V Kumar, M Kaur… - Mathematical …, 2021 - Wiley Online Library
Recent years have witnessed the use of metaheuristic algorithms to solve the optimization
problems that usually require extensive computations and time. Among others, scatter …

Development of an enhanced scatter search algorithm using discrete chaotic Arnold's cat map

AGH Rafash, EMH Saeed, ASM Talib - Eastern-European Journal …, 2021 - papers.ssrn.com
Solving optimization problems is an ever-growing subject with an enormous number of
algorithms. Examples of such algorithms are Scatter Search (SS) and genetic algorithms …

A two-stage cooperative scatter search algorithm with multi-population hierarchical learning mechanism

F Zhao, G Zhou, L Wang, T Xu, N Zhu - Expert Systems with Applications, 2022 - Elsevier
Scatter search (SS) is a population-based metaheuristic algorithm, which has been proved
high efficiency and effective optimizer for complex continuous real value problems. A two …

A Survey on Swarm Robotics for Area Coverage Problem

DK Muhsen, AT Sadiq, FA Raheem - Algorithms, 2023 - mdpi.com
The area coverage problem solution is one of the vital research areas which can benefit
from swarm robotics. The greatest challenge to the swarm robotics system is to complete the …

Enhancing the Bees Algorithm using the traplining metaphor

AH Ismail - 2021 - etheses.bham.ac.uk
This work aims to improve the performance of the Bees Algorithm (BA), particularly in terms
of simplicity, accuracy, and convergence. Three improvements were made in this study as a …

A dynamic fuzzy‐based dance mechanism for the bee colony optimization algorithm

SS Choong, LP Wong, CP Lim - Computational Intelligence, 2018 - Wiley Online Library
The bee colony optimization (BCO) algorithm with a linear dance function (denoted as the
BCO‐Linear algorithm) is inspired by the bees' foraging behaviors, in which waggle dances …

[PDF][PDF] Improved scatter search using cuckoo search

ATS Al-Obaidi - International Journal of Advanced Research in Artificial …, 2013 - Citeseer
The Scatter Search (SS) is a deterministic strategy that has been applied successfully to
some combinatorial and continuous optimization problems. Cuckoo Search (CS) is heuristic …

[PDF][PDF] Improved scatter search algorithm based on meerkat clan algorithm to solve NP-hard problems

SAAA Alsaidi, DK Muhsen, SM Ali - Periodicals of Engineering …, 2020 - researchgate.net
ABSTRACT A modified Scatter Search (SS) algorithm based on Meerkat Clan Algorithm
(MCA) has been presented in this paper. SS is one of the important metaheuristic …

Hybrid Cooperative Scatter Search Algorithm with Elite Learning Mechanism

G Zhou, S Xie, X Zhang, K Li - 2024 4th International …, 2024 - ieeexplore.ieee.org
A novel hybrid cooperative scatter search (SS) algorithm with an elite learning mechanism
(HSSA) is proposed for addressing complex continuous global optimization problems. The …

Optimization of Machining Parameters using Scatter Search Algorithm

RS Siva, B Balachithra - Journal of Advances in Mechanical …, 2016 - access.portico.org
ABSTRACT A simple and effective mechanism is quite required for the industry to optimise
the factors such as depth of cut, feed and cutting speed, since these parameters influence …