Comparative analysis of computational efficiency across various hyperparameter optimization algorithms on the CSMAR and MorningStar datasets. by Cai Yuanqing (22513351)

Results obtained from the supervised machine learning regression-based algorithms in the present work. by Akshansh Mishra (21001499)

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Flowchart of the operation of TLK-DBO algorithm. by Zhihao Li (359073)

“…<div><p>In order to solve the problem of poor adaptability and robustness of the rule-based energy management strategy (EMS) in hybrid commercial vehicles, leading to suboptimal vehicle economy, this paper proposes an improved dung beetle algorithm (DBO) optimized multi-fuzzy control EMS. …”

Pareto front representations obtained by solving the BIOBJ problem using the ROSE algorithm and the NBI algorithm, as well as a visualization of the solution process of the ROSE al... by Ihab Hashem (21156806)

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Equipment demand forecasting and procurement reserve optimization framework. by Qingbo Tu (22641033)

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Parameter values of the compared algorithms. by Huimin Lu (4434682)

“…Finally, we proposed an escape Coati Optimization Algorithm (eCOA) for global optimization to enhance classification performance. …”

Descriptive statistics of algorithms. by Fizza Shafique (19996292)

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The overall algorithm structure. by Jiren CAO (20442214)

“…The model aimed at maximize the corporate revenue and maximize passenger travel benefit, and was solved by large neighborhood search heuristic algorithm and path size logit assignment based on capacity constraint-passenger flow increment accurate algorithm. …”

Path size logit assignment based on capacity constraint-passenger flow increment algorithm. by Jiren CAO (20442214)

Comparison of convergence curves with different advanced algorithms. by Yuefeng Leng (20678476)

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Optimization framework. by Nisha Ann Viswan (20371285)

The boxplot of each algorithm illustrates the extent of sub-optimality for their partitions on the 100 real and synthetic networks. by Samin Aref (22226678)

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Video 1_A projection-based inverse kinematic model for extensible continuum robots and hyper-redundant robots with an elbow joint.mp4 by Sven Fritsch (22236973)

Comparison of RE-RRT* with existing algorithms. by Naeem Ul Islam (19837966)

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Flow chart of RE-RRT* algorithm. by Naeem Ul Islam (19837966)

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Data propagation algorithm stages. by Fazia Akhtar (21453122)

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Local contrast enhancing using CLAHE algorithm is necessary for optimized cell segmentation by <i>PUPAID</i>. by Paul Régnier (17114845)

Python-Based Algorithm for Estimating NRTL Model Parameters with UNIFAC Model Simulation Results by Se-Hee Jo (20554623)

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Algorithm convergence curve. by Kuiyuan Pan (21145338)

“…Initially, a mathematical model considering flexibility benefit, new energy consumption benefit, economic benefit, and environmental benefit is established to maximize the comprehensive benefits brought by P2H equipment to the integrated energy system, and the model is solved using an improved backbone particle swarm optimization (IBBPSO) algorithm; subsequently, a multi-dimensional value evaluation system based on the analytic hierarchy process (AHP) -entropy weight method is constructed, and the value of P2H equipment with different capacity configurations in the integrated energy system is compared and analyzed when the comprehensive benefit is optimal. …”

Supplementary file 1_Optimization of in-situ soil thermal desorption technology based on machine learning and heat transfer process model.docx by Xin Wang (91924)

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