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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
1 Citations
909 Views
28 Pages

A Novel ECC-Based Method for Secure Image Encryption

  • Younes Lahraoui,
  • Saiida Lazaar,
  • Youssef Amal and
  • Abderrahmane Nitaj

14 August 2025

As the Internet of Things (IoT) expands, ensuring secure and efficient image transmission in resource-limited environments has become crucial and important. In this paper, we propose a lightweight image encryption scheme based on Elliptic Curve Crypt...

  • Article
  • Open Access
2 Citations
1,951 Views
25 Pages

14 August 2025

Addressing the issues of coarse emotional representation, low cross-modal alignment efficiency, and insufficient real-time response capabilities in current human–computer emotional language interaction, this paper proposes an affective interact...

  • Article
  • Open Access
568 Views
14 Pages

Modeling Local Search Metaheuristics Using Markov Decision Processes

  • Rubén Ruiz-Torrubiano,
  • Deepak Dhungana,
  • Sarita Paudel and
  • Himanshu Buckchash

14 August 2025

Local search metaheuristics like tabu search or simulated annealing are popular heuristic optimization algorithms for finding near-optimal solutions for combinatorial optimization problems. However, it is still challenging for researchers and practit...

  • Article
  • Open Access
812 Views
23 Pages

14 August 2025

With the increasing content richness of social media platforms, Multimodal Named Entity Recognition (MNER) faces the dual challenges of heterogeneous feature fusion and accurate entity recognition. Aiming at the key problems of inconsistent distribut...

  • Article
  • Open Access
1 Citations
4,417 Views
23 Pages

Edge AI for Industrial Visual Inspection: YOLOv8-Based Visual Conformity Detection Using Raspberry Pi

  • Marcelo T. Okano,
  • William Aparecido Celestino Lopes,
  • Sergio Miele Ruggero,
  • Oduvaldo Vendrametto and
  • João Carlos Lopes Fernandes

14 August 2025

This paper presents a lightweight and cost-effective computer vision solution for automated industrial inspection using You Only Look Once (YOLO) v8 models deployed on embedded systems. The YOLOv8 Nano model, trained for 200 epochs, achieved a precis...

  • Article
  • Open Access
1,235 Views
18 Pages

13 August 2025

The hippocampus is a critical brain structure involved in episodic memory, spatial orientation, and stress regulation. Its volumetric shrinkage is among the earliest and most reliable indicators of both physiological brain aging and pathological neur...

  • Article
  • Open Access
1 Citations
775 Views
19 Pages

13 August 2025

An intelligent vehicle hierarchical coordinated control strategy based on time delay state feedback model predictive control (TSMPC) and tire force optimization allocation is presented. Aiming at the problem of insufficient trajectory tracking accura...

  • Article
  • Open Access
1,122 Views
41 Pages

13 August 2025

Despite advances in complex reasoning, Vision-Language Models (VLMs) remain inadequately benchmarked for safety-critical applications like childcare. To address this gap, we conduct a multilingual (English, French, Polish, Japanese) comparison of VLM...

  • Article
  • Open Access
1,638 Views
24 Pages

13 August 2025

The quantification of emotional value and accurate prediction of purchase intention has emerged as a critical interdisciplinary challenge in the evolving emotional economy. Focusing on Generation Z (born 1995–2009), this study proposes a hybrid...

  • Article
  • Open Access
777 Views
17 Pages

Avalanche Hazard Prediction in East Kazakhstan Using Ensemble Machine Learning Algorithms

  • Yevgeniy Fedkin,
  • Natalya Denissova,
  • Gulzhan Daumova,
  • Ruslan Chettykbayev and
  • Saule Rakhmetullina

13 August 2025

The study is devoted to the construction of an avalanche susceptibility map based on ensemble machine learning algorithms (random forest, XGBoost, LightGBM, gradient boosting machines, AdaBoost, NGBoost) for the conditions of the East Kazakhstan regi...

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Algorithms - ISSN 1999-4893