Wind energy resource assessment based on joint wolf pack intelligent optimization algorithm. by Jiayuan Wang

“…The hybrid prediction model has a smaller relative error value compared to a single algorithm, with a maximum value of less than 0.2. …”
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Multiplier leadership optimization algorithm (MLOA): unconstrained global optimization approach for melanoma classification by Sukanta Ghosh, Amar Singh, Shakti Kumar

“…Abstract This paper proposes the multiplier leadership optimization algorithm, which draws inspiration from multiplier leadership principles to search for and optimize solutions to complex problems effectively. …”
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The Accuracy of Algorithms Used by Artificial Intelligence in Cephalometric Points Detection: A Systematic Review by Júlia Ribas-Sabartés, Meritxell Sánchez-Molins, Nuno Gustavo d’Oliveira

“…A literature search was conducted across PubMed-MEDLINE, Cochrane, Scopus, IEEE Xplore, and Web of Science. …”
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Enhancement of rime algorithm using quadratic interpolation learning for parameters identification of photovoltaic models by Shazly A. Mohamed, Abdullah M. Shaheen, Mohammed H. Alqahtani, Badr M. Al Faiya

“…In accordance with other published publications, the results of the suggested IRMO are also compared with those of contemporary algorithms. According to the results of the simulation, the upgraded IRMO shows significant average improvements of 49.56%, 62.56%, and 34.15% for the three modules, correspondingly.…”
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Development of an Improved KOA Algorithm for Solving Task Allocation in Hilly Orchards With Weeding Robots by Xiaolin Xie, Hang Jin, Heng Wang, Man Xu, Cheng Zhang, Xin Jin, Zhihong Zhang

“…The results indicated that, compared to Particle Swarm Optimization (PSO), Sparrow Search Algorithm (SSA), Whale Optimization Algorithm (WOA), and Kepler Optimization Algorithm (KOA), GKOA reduced the optimal solution cost by 10.3%, 8.2%, 7.0%, and 4.5%, respectively. …”
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Augmented secretary bird optimization algorithm for wireless sensor network deployment and engineering problem. by Qingwen Meng, Xi Kuang, Zihan Yu, Minghui He, Hanzhi Cui

“…Firstly, a differential collaborative search mechanism is introduced in the exploration phase to reduce the risk of the algorithm falling into local optima. …”
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An approach based on genetic algorithms and neural networks for QoS-aware IoT services composition by Rabah Boucetti, Ouassila Hioual, Sofiane Mounine Hemam

“…On another side, it has almost the same performances compared to TS-QCA and, it finds the near-optimal composition in a very short time compared to PSA, which is an optimal approach. …”
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High Precision and Fast Inversion of Array Lateral Logging Based on BAS-LM Algorithm by NI Xiaowei, HUAN Zhipeng, XU Sihui, ZHAO Zhaoxia, CHEN Zhanglong, CHEN Jisheng

“…To solve the problem that Levenberg-Marquarat (LM) algorithm used in geophysical inversion is highly dependent on the initial value and easily trapped in a local minimum, a strategy for optimizing the initial value selection of the basic LM algorithm using Beetle Antennae Search (BAS) algorithm is proposed to enhance the global optimization ability of the LM algorithm. …”
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Enhancing computational efficiency in solving Knapsack problem: insights from algorithmic parallelization and optimization by Bashar Bin Usman, Okeyinka Aderemi Elisha, Ibrahim Abdullahi, Idris Rabiu, Adamu Isah, Abdulganiyyu Abdulrahman

“…<p>The Knapsack problem is a combinatorial optimization problem whose exact solution using exhaustive search method is impractical. Hence, the application of approximate algorithms is usually considered when encountering this optimization problem. …”
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A New Approach to Topology Optimization with Genetic Algorithm and Parameterization Level Set Function by Igor Pehnec, Damir Sedlar, Ivo Marinic-Kragic, Damir Vučina

“…In this paper, a new approach to topology optimization using the parameterized level set function and genetic algorithm optimization methods is presented. The impact of a number of parameters describing the level set function in the representation of the model was examined. …”
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Prioritized Multi‐Step Decision‐Making Gray Wolf Optimization Algorithm for Engineering Applications by Idriss Dagal, Alpaslan Demirci, Ambe Harrison, Wulfran Fendzi Mbasso, Said Mirza Tercan, Burak Akın, Kürşat Tanriöven, Havva Aysun Sezgin Köksal, Ahmet Nayir

“…This visual representation highlights the computational efficiency of PMS‐GWO compared to other algorithms. PMS‐GWO also outperforms advanced GWO variants like MMSCC‐GWO, MGWO, and CCS‐GWO, particularly in complex optimization landscapes, highlighting its adaptability and effectiveness for real‐world applications in energy systems and engineering design. …”
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ARIME-DWA: Robot Path Planning Utilizing Advanced RIME Optimization and Dynamic Windows Approach by Likun Hu, Chengjie Cai

“…Theoretical analysis has proven that the time complexity of the ARIME is the same as that of the RIME algorithm. To validate the performance of the ARIME, global path planning simulation experiments are conducted adopting the ARIME and six comparative algorithms. …”
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A framework for automatically generating composite keywords for geo-tagged street images

“…Experimental results show that the proposed framework significantly enhances the accuracy of keyword-based searches compared to conventional methods. In particular, based on our experiments, image search using the tags generated by our proposed framework, referred to as descriptive tags, achieved an average precision improvement factor of 0.9 compared to conventional tags. …”
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Improved A*-based Path Planning for Mining Inspection Robots by ZHANG Hui, SU Guoyong, ZHAO Dongyang, YANG Yuhao, HE Kai

“…[Results] The results show that compared with the traditional A* algorithm, the improved A* algorithm shortens the search time by 44.1%, 63.8%, and 84.8%, and reduces the search nodes by 31.6%, 47.9%, and 71% for specific 20×20, 30×30, and 40×40 raster maps, respectively. …”
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An Improved Reduced-Dimension Robust Capon Beamforming Method Using Krylov Subspace Techniques by Xiaolin Wang, Xihai Jiang, Yaowu Chen

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A Fast Algorithm of Generalized Radon-Fourier Transform for Weak Maneuvering Target Detection by Weijie Xia, Ying Zhou, Xue Jin, Jianjiang Zhou

“…However, the BPSO suffers from an apparent loss in detection performance compared with GRFT. In this paper, a fast implementation algorithm of GRFT using the BSSL learning-based modified wind-driven optimization (BMWDO) is proposed. …”
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Automatic fabric drop trolley path planning based on improved ant colony algorithm by SHEN Danfeng, WANG Bo, LI Xufeng, BAI Pengfei

“…This makes the algorithm jump out of the local optimum at the late stage, improving the algorithm′s global searching ability. …”
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An Improved Centralized Cognitive Radio Network Spectrum Allocation Algorithm Based on the Allocation Sequence by Jianli Zhao, Jinsha Yuan

“…Simulation results show that the improved algorithm can significantly reduce the time overhead and can have better fairness compared with other existing Collaborative-Max-Sum-Reward (CSUM), Collaborative-Max-Min-Reward (CMIN), and Collaborative-Max-Proportional-Fair (CFAIR) algorithms under the same design criterion.…”
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A parallel large-scale multiobjective evolutionary algorithm based on two-space decomposition by Feng Yin, Bin Cao

“…The main idea of the algorithm is to decompose the objective space and decision space into multiple subspaces, each of which is expected to contain some complete Pareto-optimal solutions, and then use multiple populations to conduct parallel searches in these subspaces. …”
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Facility Layout Planning of Sheet Metal Working Industry Using Metaheuristics by Adinda Sekar Ludwika, Mar’atus Shalehah, Rakan Raihan Ali Mohamad, Andiny Trie Oktavia, Nur Mayke Eka Normasari, Nguyen Huu Tho, Achmad Pratama Rifai

“…Additionally, considering computation time, the SA algorithm is the best choice as it has the fastest computation time compared to other algorithms.…”
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