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Dual-layer scheduling coordination algorithm for power supply guarantee using multi-objective optimization in spot market environment
Published 2025-03-01“…To address this, this work proposes a two-layer scheduling strategy based on a multi-objective enhanced genetic algorithm. This strategy aims at balancing multiple objectives such as cost efficiency, environmental impact, and system stability to optimize power dispatch in the spot market. …”
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344
Study on the Optimized Production Scheduling of Polymetallic Mines Considering the Vehicle Routing Problem
Published 2025-01-01“…Therefore, establishing an optimization model for this problem and designing algorithms to solve it have great significance in the theory of optimization algorithms and in production practices for polymetallic mining enterprises. …”
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Anti-Collision Path Planning and Tracking of Autonomous Vehicle Based on Optimized Artificial Potential Field and Discrete LQR Algorithm
Published 2024-11-01“…Comparative analysis of visual trajectories pre-optimization and post-optimization highlights improvements. …”
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347
Optimization of Vehicles Routing Problem using GA For AL-Rasheed municipality, Baghdad, Iraq
Published 2023-08-01“…As a result, choosing the optimal waste collection policy has a large effect on cost savings. …”
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348
Indirect tuning of a complementary orientation filter using velocity data and a genetic algorithm
Published 2024-12-01“…In this paper, the accuracy of inertial sensor orientation relative to the level frame is improved through optimal tuning of a complementary filter by a genetic algorithm. …”
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349
Stochastic Explicit Calibration Algorithm for Survival Models
Published 2025-01-01“…In addition, we highlight how improved calibration can improve downstream tasks, including optimizing resource allocation and improving patient care decisions. …”
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350
DESIGN HYBRID META-HEURISTIC APPROACHES FOR IMPROVED RELIABILITY OPTIMIZATION
Published 2025-05-01Get full text
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351
Dynamic optimization of solar DG and shunt capacitor placement to mitigate the impact of EV charging stations on power distribution network
Published 2025-09-01“…Simulation results confirm the superior performance of QRSMA in improving voltage profiles, reducing power losses, and achieving better computational efficiency compared to conventional optimization algorithms. …”
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352
Optimization Scheduling of Integrated Energy Systems Considering Power Flow Constraints
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353
Rainfall Forecasting Using a BiLSTM Model Optimized by an Improved Whale Migration Algorithm and Variational Mode Decomposition
Published 2025-08-01“…Secondly, IWMA is utilized to globally optimize multiple hyperparameters of the BiLSTM model, enhancing its ability to capture complex nonlinear relationships and long-term dependencies. …”
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354
Research on Optimum Design of Waste Recycling Network for Agricultural Production
Published 2025-07-01“…Second, based on the characteristics of APW, with the minimization of recycling transportation costs as the optimization objective, an ant colony algorithm was used to establish a corresponding vehicle scheduling route optimization model, yielding the optimal solution for recycling vehicle scheduling and transportation route optimization. …”
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355
Primary Frequency Regulation Modeling of Deep Peak Regulation Unit Based on Improved Group Optimization Algorithm
Published 2020-06-01“…Then the unknown parameter values in the model are derived by using an improved group optimization algorithm with better global search capability. …”
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Data-driven continuous-time Hammerstein modeling with missing data using improved Archimedes optimization algorithm
Published 2024-12-01“…This research introduces the improved Archimedes optimization algorithm (IAOA) for data-driven modeling of continuous-time Hammerstein models with missing data. …”
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358
Research on manufacturing quality improvement based on product gene evaluation method and a meta-heuristic algorithm with hybrid encoding scheme
Published 2025-07-01“…In this method, an optimization model is established and described by formulas, in which three optimization objectives including production quality, costs, and time are involved. …”
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359
Spatial feature recognition and layout method based on improved CenterNet and LSTM frameworks
Published 2025-08-01“…Consequently, this study introduces an advanced spatial feature recognition and layout methodology employing enhanced CenterNet and LSTM (Long Short-Term Memory) frameworks, which is bifurcated into two major components—first, HCenterNet-based feature recognition enhances feature extraction through an attention mechanism and feature fusion technology, refining the identification of small targets within complex background areas; second, a GA-BiLSTM (Genetic Algorithm - Bidirectional LSTM)-based spatial layout model uses a bidirectional LSTM network optimized with a genetic algorithm (GA), aimed at fine-tuning the network parameters to yield more accurate spatial layouts. …”
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The Path Tracking Control of Unmanned Surface Vehicles Based on an Improved Non-Dominated Sorting Genetic Algorithm II-Based Multi-Objective Nonlinear Model Predictive Control Meth...
Published 2024-11-01“…Since the cost function of the MPC algorithm includes multiple objective terms, a multi-objective model predictive control algorithm is employed to improve overall control performance. …”
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