Secretary bird optimization algorithm: a new metaheuristic for solving global optimization problems
Artificial Intelligence ReviewAbstractThis study introduces a novel population-based metaheuristic algorithm called secretary bird optimization algorithm (SBOA), inspired by the survival behavior of secretary birds in their natural environment. Survival for secretary birds involves continuous hunting for prey and evading pursuit from predators.
Chen Jiadui
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Binary Secretary Bird Optimization Clustering by Novel Fitness Function Based on Voronoi Diagram in Wireless Sensor Networks [PDF]
SensorsMinimizing energy consumption remains a critical challenge in wireless sensor networks (WSNs) because of their reliance on nonrechargeable batteries. Clustering-based hierarchical communication has been widely adopted to address this issue by improving ...
Mohammed Abdulkareem +3 more
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Chiller sensor fault diagnosis based on circle mapping and adaptive t-distribution Runge–Kutta algorithm optimized LSTM [PDF]
Scientific ReportsFaulty or inaccurate sensors can lead to increased energy consumption, disrupt control systems, and potentially cause damage to equipment. To tackle this challenge, we propose the Circle Mapping and Adaptive t-Distribution Runge–Kutta optimizer (CTRUN ...
Yuzhe Wang +3 more
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Bird-inspired optimization approach using taper-shape transfer function for intrusion detection in IoT networks [PDF]
Scientific ReportsThe Internet of Things (IoT) has emerged as a pervasive technological paradigm that interconnects heterogeneous devices and sensors, enabling continuous data acquisition, communication, and intelligent decision-making.
Celal Can
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Optimization of Dye and Plasticizer Concentrations in Halochromic Sensor Films for Rapid pH Response Using Bird-Inspired Metaheuristic Algorithms [PDF]
SensorsThe pH level of a wound environment is a crucial biomarker for monitoring wound healing, particularly in chronic wounds, where alkalinity (pH > 7) is linked to bacterial colonization and infection.
Daeuk Kim +3 more
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Improved multi-strategy secretary bird optimization for efficient IoT task scheduling in fog cloud computing [PDF]
Scientific ReportsApplications designed for real-time IoT operations improve cloud-based service utilization due to their rapid scalability. Though cloud computing appears to be more effective for data processing and storage in a range of IoT applications, its real-time ...
K. Sangeetha, M. Kanthimathi
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3D Deployment Optimization of Wireless Sensor Networks for Heterogeneous Functional Nodes [PDF]
SensorsThe optimization of wireless sensor network (WSN) deployment is a current research hotspot, particularly significant in industrial applications. While some existing optimization methods focus more on balancing network coverage, connectivity, and ...
Zean Lu +3 more
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Binary Pufferfish Optimization Algorithm for Combinatorial Problems [PDF]
BiomimeticsMetaheuristics are a fundament pillar of Industry 4.0, as they allow for complex optimization problems to be solved by finding good solutions in a reasonable amount of computational time.
Broderick Crawford +9 more
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Solid oxide fuel cell simulation model tuning using operating conditions dependent optimization techniques [PDF]
Scientific ReportsThis paper discusses the mathematical model and simulation of Solid Oxide Fuel Cell (SOFC), where the conventional and reversible SOFC are studied. Their performance is studied at the steady state to get the V-I polarization curves, as well as in case of
Haya Hesham +6 more
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SymmetryPath planning is crucial for autonomous underwater vehicles (AUVs) and plays a vital role in ocean engineering. To improve the search efficiency and accuracy, this study proposed a three-dimensional path-planning method for AUVs based on the interval multi-objective secretary bird optimization algorithm (IMOSBOA).
Liang Qi +2 more
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