Trajectory optimization for exposure to minimal electromagnetic pollution using genetic algorithms approach: A case study

Gallego-Martínez, Raúl; Muñoz-Gutiérrez, Francisco; Rodríguez-Gómez, Alejandro

doi:10.1016/j.eswa.2022.118088

Cited by 12 publications

(4 citation statements)

References 33 publications

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“…The integration of genetic algorithms within the landscape of data science and Geographic Information Systems (GIS) has marked a significant advancement in tackling complex optimization challenges, such as the Uncapacitated Facility Location Problem (UFLP). Studies by Huang et al [9], Ozyurt et al [10], and Gallego et al [11] exemplify their efficacy in optimizing vehicle routes, designing utility networks, and solving urban location-allocation problems. Despite these advancements, a notable gap remains in the application of genetic algorithms in GIS, particularly in the realm of collaborative open data management [12].…”

Section: Related Workmentioning

confidence: 99%

EventGeoScout: Fostering Citizen Empowerment and Augmenting Data Quality through Collaborative Geographic Information Governance and Optimization

Montenegro,

Muñoz

2024

IJGI

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In this manuscript, we present EventGeoScout, an innovative framework for collaborative geographic information management, tailored to meet the needs of the dynamically changing landscape of geographic data integration and quality enhancement. EventGeoScout enables the seamless fusion of open data from different sources and provides users with the tools to refine and improve data quality. A distinctive feature of our framework is its commitment to platform-agnostic data management, ensuring that processed datasets are accessible via standard Geographic Information System (GIS) tools, reducing the maintenance burden on organizations while ensuring the continued relevance of the data. Our approach goes beyond the boundaries of traditional data integration, enabling users to fully harness the power of geospatial information by simplifying the data creation process and providing a versatile solution to the complex challenges posed by layered geospatial data. To demonstrate the versatility and robustness of EventGeoScout as an optimization tool, we present a case study centered on the Uncapacitated Facility Location Problem (UFLP), where a genetic algorithm was used to achieve outstanding performance on both traditional computing platforms and smartphone devices. As a concrete case study, we applied our solution in the context of the Málaga City Marathon, using the latest data from the last edition of the marathon.

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Section: Related Workmentioning

confidence: 99%

EventGeoScout: Fostering Citizen Empowerment and Augmenting Data Quality through Collaborative Geographic Information Governance and Optimization

Montenegro,

Muñoz

2024

IJGI

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“…The Authors of [20] research is about the effects of mobile phone base stations that impact the health of people residing near them. This research tried to explore whether residents living near mobile phone base stations were more prone to health conditions or not and compared it with a control group to see the difference.…”

Section: Rf and Environmentmentioning

confidence: 99%

Impact of Electromagnetic Pollution on human health and environment a case study in Pakistan

Majid

Shaikh

2023

SJCMS

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All living things, including people, plants, animals, and, in fact, all of God's creatures, need to connect with one another to maintain their life cycles. They are constrained inside their predetermined realm and have several methods to interact with one another. Technology becomes more engaged in communication over time, and human productivity rises as a result, such as when signals are converted into understandable communications. Since people desire to be involved in whatever they do, Radio Frequency (RF), a form of electromagnetic wave technology, has been developed for communication. RF-based communication technology makes life easier for people, but the exponential growth in demand for the technology has led to high levels of engagement with communication devices—something that is undoubtedly harmful to people and other living things. The participation and prolonged use of RF devices expose people to more live things that have an impact on their health and the environment. In this study, we will assess the direct and indirect effects of heavy electromagnetic pollution on the ecosystem and the health of living things. The Pakistan region has been chosen since it is among the world's most densely inhabited regions in terms of sample size. When Metaverse is made available to everyone, especially in Pakistan, the metaverse starts generating electromagnetic radiation, which will have a significant influence on electromagnetic pollution, although no research has been able to demonstrate the relationship in comparison to the metaverse.

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“…However, the benefits of EMR have a reverse side, electromagnetic pollution. This is commonly treated as the growing electromagnetic wave (EMW) intensity in urban spaces, accommodation areas, industrial zones and even in the whole environment within a wide EMR spectrum, from radio frequencies to microwaves, excluding ionizing EMR [1][2][3][4][5]. One of the most widely discussed problems is the long-term human body exposure to non-ionizing low-power EMR [6][7][8][9].…”

Section: Introductionmentioning

confidence: 99%

Radio-Absorbing Magnetic Polymer Composites Based on Spinel Ferrites: A Review

Kostishin,

Isaev,

Salogub

2024

Polymers

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Ferrite-containing polymer composites are of great interest for the development of radar-absorbing and -shielding materials (RAMs and RSMs). The main objective of RAM and RSM development is to achieve a combination of efficient electromagnetic wave (EMW) absorption methods with advantageous technological and mechanical properties as well as acceptable weight and dimensions in the final product. This work deals with composite RAMs and RSMs containing spinel-structured ferrites. These materials are chosen since they can act as efficient RAMs in the form of ceramic plates and as fillers for radar-absorbing polymer composites (RAC) for electromagnetic radiation (EMR). Combining ferrites with conducting fillers can broaden the working frequency range of composite RAMs due to the activation of various absorption mechanisms. Ferrite-containing composites are the most efficient materials that can be used as the working media of RAMs and RSMs due to a combination of excellent dielectric and magnetic properties of ferrites. This work contains a brief review of the main theoretical standpoints on EMR interaction with materials, a comparison between the radar absorption properties of ferrites and ferrite–polymer composites and analysis of some phenomenological aspects of the radar absorption mechanisms in those composites.

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Trajectory optimization for exposure to minimal electromagnetic pollution using genetic algorithms approach: A case study

Cited by 12 publications

References 33 publications

EventGeoScout: Fostering Citizen Empowerment and Augmenting Data Quality through Collaborative Geographic Information Governance and Optimization

EventGeoScout: Fostering Citizen Empowerment and Augmenting Data Quality through Collaborative Geographic Information Governance and Optimization

Impact of Electromagnetic Pollution on human health and environment a case study in Pakistan

Radio-Absorbing Magnetic Polymer Composites Based on Spinel Ferrites: A Review

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