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1501
Classification of Internet banking customers using data mining algorithms
Published 2014-03-01“…Classifying customers using data mining algorithms, enables banks to keep old customers loyality while attracting new ones. …”
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1502
Improving Genetic Algorithm with Fine-Tuned Crossover and Scaled Architecture
Published 2016-01-01“…Genetic Algorithm (GA) is a metaheuristic used in solving combinatorial optimization problems. …”
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1503
Overcoming Data Scarcity in Calibrating SUMO Scenarios With Evolutionary Algorithms
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1504
An Evolutionary Algorithm for Solving Academic Courses Timetable Scheduling Problem
Published 2022-04-01“… Scheduling Timetables for courses in the big departments in the universities is a very hard problem and is often be solved by many previous works although results are partially optimal. This work implements the principle of an evolutionary algorithm by using genetic theories to solve the timetabling problem to get a random and full optimal timetable with the ability to generate a multi-solution timetable for each stage in the collage. …”
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1505
Firefly algorithm with multiple learning ability based on gender difference
Published 2025-08-01“…Abstract The Firefly Algorithm (FA), while effective for complex optimization, suffers from inherent limitations such as search oscillation and low convergence precision. …”
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1506
The Path Planning of Mobile Robots Based on an Improved Genetic Algorithm
Published 2025-03-01“…Bezier curve optimization of the optimal path was conducted. Experimental results show that the improved genetic algorithm demonstrates significant advantages in terms of path length, smoothness, iteration speed, and computational efficiency.…”
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1507
An Efficient Illumination Estimation Algorithm for Low-Light Image Enhancement
Published 2025-01-01“…The key step of this algorithm is illumination map refinement, which is achieved by solving an optimization problem. …”
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1508
Retinal Vessel Segmentation Using Math-Inspired Metaheuristic Algorithms
Published 2025-05-01“…Math-inspired metaheuristic algorithms can be considered to be one of the most robust groups of algorithms, while also generally presenting non-complex structures. …”
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1509
An Interleaved Artificial Bee Colony algorithm for dynamic optimisation problems
Published 2018-07-01“…This requires an optimisation algorithm that should be able to monitor the movement of the optimal point and the changes in the landscape solutions. …”
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1510
Improved SOM algorithm for damage characterization based on visual sensing
Published 2025-06-01“…Additionally, employing stochastic gradient descent as an optimization algorithm enhances the model training efficiency. …”
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1511
Adaptive dynamic ϵ-simulated annealing algorithm for tumor immunotherapy
Published 2025-06-01“…When applied to the ITIT model, the algorithm successfully identified optimal drug dosing schedules that significantly reduced simulated tumor burden—from ~1500 to below 500 cells—while maintaining treatment within physiologically acceptable limits.DiscussionUnlike traditional metaheuristics such as PSO or GA, which are less suited for constraint-rich, dynamic ODE-based systems, ADϵSA offers structural advantages in trajectory feasibility and adaptive convergence. …”
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1512
Visual Multiple-object Tracking Algorithm Based on Motion Consistency
Published 2023-08-01“…The algorithm aims to improve the stability in tracking multiple objects with similar appearance features and motion patterns, while maintaining stability in normal cases. …”
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1513
A Genetic Algorithm for Site-Specific Management Zone Delineation
Published 2025-03-01“…A SSMZ is a subregion of a field that is homogeneous with respect to a soil or crop property, enabling farmers to apply customized management strategies for optimizing resource use. The algorithm generates optimized field partitions using rectangular zones, applicable to both regular and irregularly shaped fields. …”
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1514
A solution to the Single-School school bus routing problem considering accessibility and economy
Published 2025-07-01“…In the third stage, Dijkstra’s algorithm is combined with GIS to optimize the bus routes, with a focus on accessibility and economy.Experimental results demonstrate that the THGO method can efficiently find the global optimal solution while satisfying constraints such as time windows, bus capacity, and road directionality. …”
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1515
Implementation of Chernobyl disaster optimizer based feature selection approach to predict software defects [version 2; peer review: 2 approved, 1 not approved]
Published 2024-12-01“…Feature selection (FS) selects the finest features while carefully discarding others. Several meta-heuristic algorithms, like Genetic Algorithm, Particle Swarm Optimization, Differential Evolution, and Ant Colony Optimization, have been used to develop defect prediction models. …”
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1516
UAV Signal Modulation Recognition Algorithm Based on Joint Features
Published 2025-01-01“…After quantization, the recognition performance remains nearly unaffected, while computational resource requirements are greatly reduced, making the algorithm highly suitable for deployment in resource-constrained environments.…”
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1517
Trajectory Similarity Algorithm Based on DTW and Trajectory Point Compression
Published 2024-12-01“…Understanding the behavior characteristics of these holders through processing massive trajectory data has become an important issue to be addressed using trajectory similarity algorithms. To optimize the computational efficiency of the algorithm while maintaining its accuracy, this paper presents an algorithm based on an improved dynamic time warping (DTW) algorithm, i.e. the compression DTW (CN-DTW) algorithm to overcome the deficiencies of long running time and ill-conditioned alignment in the DTW algorithm. …”
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1518
An Efficient Resource Allocation Algorithm for Task Offloading in the Internet of Vehicles
Published 2025-04-01“…Simulation results demonstrate that the proposed algorithm reduces memory costs and penalties from rejected tasks, while improving overall system profit. …”
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1519
Finding Random Integer Ideal Flow Network Signature Algorithms
Published 2025-05-01“…We introduce two pseudocode algorithms that uphold flow conservation while maintaining network irreducibility, ensuring autonomy through strong connectivity. …”
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1520
Evolutionary Algorithms for Edge Server Placement in Vehicular Edge Computing
Published 2025-01-01“…These include the Genetic Algorithm (GA), Non-dominated Sorting Genetic Algorithm II (NSGA-II), Particle Swarm Optimization (PSO), Ant Colony Optimization (ACO), and Teaching-Learning-Based Optimization (TLBO). …”
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