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Algorithms, Volume 18, Issue 8

August 2025 - 83 articles

Cover Story: Inspired by biological development and evolutionary theory, in this work, we present a generative design algorithm driven by graph-based controllers. Truss structures (as the benchmark) grow by coupling nature-inspiring rules with engineering analysis. Local graph-inspired controllers, Graph Neural Networks (GNNs), and Cartesian Genetic Programming (CGP) coordinate the adaptation. The introduced methods lead to optimized structures while providing transparent engineering rules that can be reused across different design loading and constraints. View this paper
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Articles (83)

  • Article
  • Open Access
958 Views
36 Pages

A Survey of Printable Encodings

  • Marco Botta,
  • Davide Cavagnino,
  • Alessandro Druetto,
  • Maurizio Lucenteforte and
  • Annunziata Marra

12 August 2025

The representation of binary data in a compact, printable, efficient, and often human-readable format is essential in numerous computing applications, mainly driven by the limitations of systems and communication protocols not designed to handle arbi...

  • Article
  • Open Access
572 Views
23 Pages

The Problem of Formation Destruction in Carbon Dioxide Storage: A Microscopic Model

  • Natalia Levashova,
  • Pavel Levashov,
  • Dmitry Erofeev and
  • Alla Sidorova

12 August 2025

In the context of the current global transition toward low-carbon energy, the issue of CO2 utilization has become increasingly important. One of the most promising natural targets for CO2 sequestration is the terrigenous sedimentary formations found...

  • Article
  • Open Access
600 Views
15 Pages

12 August 2025

Hyper-heuristics, or simply heuristics to choose heuristics, represent a powerful approach to tackling complex optimization problems. These methods decide which heuristic to apply throughout the solving process, aiming to improve the solving process....

  • Article
  • Open Access
5 Citations
1,309 Views
34 Pages

11 August 2025

This paper proposes a novel quantum image transmission framework to address the limitations of existing single-qubit time domain systems, which struggle with noise resilience and scalability. The framework integrates frequency domain processing with...

  • Article
  • Open Access
2,431 Views
34 Pages

11 August 2025

Housing vacancy rate is a key indicator for evaluating urban sustainable development. Due to rapid urbanization, population outflow and insufficient industrial support, the housing vacancy problem is particularly prominent in China’s underdevel...

  • Review
  • Open Access
1 Citations
10,538 Views
29 Pages

A Research Landscape of Agentic AI and Large Language Models: Applications, Challenges and Future Directions

  • Sarfraz Brohi,
  • Qurat-ul-ain Mastoi,
  • N. Z. Jhanjhi and
  • Thulasyammal Ramiah Pillai

11 August 2025

Agentic AI and Large Language Models (LLMs) are transforming how language is understood and generated while reshaping decision-making, automation, and research practices. LLMs provide underlying reasoning capabilities, and Agentic AI systems use them...

  • Article
  • Open Access
1,184 Views
21 Pages

11 August 2025

This article presents a novel method for detecting series arc faults (SAFs) in residential applications using time-domain imaging (TDI) and Long Short-Term Memory (LSTM) networks. The proposed method transforms current signals into grayscale images b...

  • Article
  • Open Access
1,002 Views
14 Pages

11 August 2025

To meet the escalating demands of massive data transmission, the next generation of wireless networks will leverage the multi-access edge computing (MEC) architecture coupled with multi-access transmission technologies to enhance communication resour...

  • Article
  • Open Access
3 Citations
1,237 Views
22 Pages

Deep Feature Selection of Meteorological Variables for LSTM-Based PV Power Forecasting in High-Dimensional Time-Series Data

  • Husein Mauladdawilah,
  • Mohammed Balfaqih,
  • Zain Balfagih,
  • María del Carmen Pegalajar and
  • Eulalia Jadraque Gago

10 August 2025

Accurate photovoltaic (PV) power forecasting is essential for grid integration, particularly in maritime climates with dynamic weather patterns. This study addresses high-dimensional meteorological data challenges by systematically evaluating 32 vari...

  • Article
  • Open Access
1 Citations
765 Views
15 Pages

HSS-YOLO Lightweight Object Detection Model for Intelligent Inspection Robots in Power Distribution Rooms

  • Liang Li,
  • Yangfei He,
  • Yingying Wei,
  • Hucheng Pu,
  • Xiangge He,
  • Chunlei Li and
  • Weiliang Zhang

8 August 2025

Currently, YOLO-based object detection is widely employed in intelligent inspection robots. However, under interference factors present in dimly lit substation environments, YOLO exhibits issues such as excessively low accuracy, missed detections, an...

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Algorithms - ISSN 1999-4893