[HTML][HTML] Self-organizing migrating algorithm: review, improvements and comparison
L Skanderova - Artificial Intelligence Review, 2023 - Springer
The self-organizing migrating algorithm (SOMA) is a population-based meta-heuristic that
belongs to swarm intelligence. In the last 20 years, we can observe two main streams in the …
belongs to swarm intelligence. In the last 20 years, we can observe two main streams in the …
A hybrid method for the removal of RVIN using self organizing migration with adaptive dual threshold median filter
Day-by-day impulse detection seems critical because removing the random-valued impulse
noise with high density from the noisy image is a typical task. The specified noise does not …
noise with high density from the noisy image is a typical task. The specified noise does not …
Optimal sequence planning for multi-model reconfigurable assembly systems
A Kumar, LN Pattanaik, R Agrawal - The international journal of advanced …, 2019 - Springer
In this paper, a tri-objective optimization problem related to sequencing in multi-model
reconfigurable assembly systems (RAS) is addressed. RASs are also designed around …
reconfigurable assembly systems (RAS) is addressed. RASs are also designed around …
[PDF][PDF] Communication subsystems for emerging wireless technologies
Z Raida, Z Kolka, R Marsalek, J Petrzela… - …, 2012 - academia.edu
The paper describes a multi-disciplinary design of modern communication systems. The
design starts with the analysis of a system in order to define requirements on its individual …
design starts with the analysis of a system in order to define requirements on its individual …
FOPS: A new framework for the optimization with variable number of dimensions
A single‐and multi‐objective optimization package is presented and described in detail. It
contains an ensemble of local and global optimization routines. Procedures controlling …
contains an ensemble of local and global optimization routines. Procedures controlling …
Pareto-based self-organizing migrating algorithm solving 100-digit challenge
In this article, we describe the design and implementation of a variant version of SOMA
named SOMA Pareto to solve ten hard problems of the 100-Digit Challenge. The algorithm …
named SOMA Pareto to solve ten hard problems of the 100-Digit Challenge. The algorithm …
Optimal adaptation of supply base in dynamic demand cycles of a reconfigurable supply chain
LN Pattanaik, P Agarwal… - … Journal of Integrated …, 2022 - inderscienceonline.com
Dynamic variation in demand has led to the need for agility and reconfiguration in supply
chains. This paper presents a bi-objective optimisation problem related to performances of a …
chains. This paper presents a bi-objective optimisation problem related to performances of a …
Explaining SOMA: the relation of stochastic perturbation to population diversity and parameter space coverage
The Self-Organizing Migrating Algorithm (SOMA) is enjoying a renewed interest of the
research community, following recent achievements in various application areas and …
research community, following recent achievements in various application areas and …
Multi-objective self-organizing migrating algorithm
Almost every optimization problem can be viewed as multi-objective one. Multi-objective
problems with conflicting objectives lead to so called Pareto front which expresses trade-off …
problems with conflicting objectives lead to so called Pareto front which expresses trade-off …
Exploring Adaptive Components of SOMA
M Matusikova, M Pluhacek, T Kadavy… - Proceedings of the …, 2023 - dl.acm.org
This research paper aims to explore the possibilities of parameterization of state-of-the-art
adaptive mechanisms incorporated in the self-organizing migrating algorithm (SOMA). This …
adaptive mechanisms incorporated in the self-organizing migrating algorithm (SOMA). This …