Výsledky vyhledávání - Automatic Programming— Automatic analysis of algorithms

Introduction to Automatic Differentiation and MATLAB Object-Oriented Programming Autor Neidinger, Richard D.

“…An introduction to both automatic differentiation and object-oriented programming can enrich a numerical analysis course that typically incorporates numerical differentiation and basic MATLAB computation…”
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Hydrologically Informed Machine Learning for Rainfall‐Runoff Modeling: A Genetic Programming‐Based Toolkit for Automatic Model Induction Autor Chadalawada, Jayashree, Herath, H. M. V. V., Babovic, Vladan

“…Models of water resources systems are conceived to capture the underlying environmental dynamics occurring within watersheds. All such models can be regarded…”
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An Adaptive Combination Resolution Algorithm for Moving Object Vector Graphics Based on Automatic Programming Optimization Algorithm Autor Zhang, Xinyu, Alexandrovich, Morozov Sergey, Qiu, Guopeng, Yang, Dong

“… Therefore, it is a practical and effective image segmentation method. As a kind of nonparametric density estimation algorithm, automatic programming optimization…”
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Introduction of Biogeography-Based Programming as a new algorithm for solving problems Autor Golafshani, Emadaldin Mohammadi

“… Motivated by different types of evolutionary computation techniques, different types of automatic programming were proposed…”
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An Adaptive Clustering-Based Algorithm for Automatic Path Planning of Heterogeneous UAVs Autor Chen, Jinchao, Zhang, Ying, Wu, Lianwei, You, Tao, Ning, Xin

“… In this study, we focus on the automatic path planning of heterogeneous UAVs with different flight and scan capabilities, and try to present an efficient algorithm to produce appropriate paths for UAVs…”
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Automatic Feature Extraction and Construction Using Genetic Programming for Rotating Machinery Fault Diagnosis Autor Peng, Bo, Wan, Shuting, Bi, Ying, Xue, Bing, Zhang, Mengjie

“… In this article, a novel diagnosis approach based on evolutionary learning, namely, automatic feature extraction and construction using genetic programming (AFECGP…”
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K-Means-Based Nature-Inspired Metaheuristic Algorithms for Automatic Data Clustering Problems: Recent Advances and Future Directions Autor Ikotun, Abiodun M., Almutari, Mubarak S., Ezugwu, Absalom E.

“…K-means clustering algorithm is a partitional clustering algorithm that has been used widely in many applications for traditional clustering due to its simplicity and low computational complexity…”
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Automatic Algorithm Design for Hybrid Flowshop Scheduling Problems Autor Alfaro-Fernández, Pedro, Ruiz, Rubén, Pagnozzi, Federico, Stützle, Thomas

“…•We present an Automatic Algorithm Design system for the hybrid flowshop problem…”
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GenProg: A Generic Method for Automatic Software Repair Autor Le Goues, Claire, Nguyen, ThanhVu, Forrest, Stephanie, Weimer, Westley

“… GenProg uses an extended form of genetic programming to evolve a program variant that retains required functionality but is not susceptible to a given defect, using existing test suites to encode…”
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Boosting k-means clustering with symbiotic organisms search for automatic clustering problems Autor Ikotun, Abiodun M., Ezugwu, Absalom E.

“…Kmeans clustering algorithm is an iterative unsupervised learning algorithm that tries to partition the given dataset into k pre-defined distinct non-overlapping clusters where each data point belongs to only one group…”
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On the automatic generation of metaheuristic algorithms for combinatorial optimization problems Autor Martín-Santamaría, Raúl, López-Ibáñez, Manuel, Stützle, Thomas, Colmenar, J. Manuel

“… We propose here an approach for automatically designing metaheuristics using a flexible framework of algorithmic components, from which algorithms are instantiated and evaluated by an automatic configuration method…”
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Genetic programming for automatic skin cancer image classification Autor Ain, Qurrat Ul, Al-Sahaf, Harith, Xue, Bing, Zhang, Mengjie

“… However, analyzing the behaviors of algorithms is as important as developing new systems in order to establish the effectiveness of a system in real-time situations which impacts greatly how well…”
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Incorporating decision-maker’s preferences into the automatic configuration of bi-objective optimisation algorithms Autor Diaz, Juan Esteban, López-Ibáñez, Manuel

“…•This indicator incorporates DM’s preferences into automatic algorithm configuration.•We demonstrate the effectiveness of our approach on a complex real-world problem…”
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A Survey of Automated Techniques for Formal Software Verification Autor D'Silva, V., Kroening, D., Weissenbacher, G.

“… This paper surveys algorithms that perform automatic static analysis of software to detect programming errors or prove their absence…”
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Automatic Design of a Hyper-Heuristic Framework With Gene Expression Programming for Combinatorial Optimization Problems Autor Sabar, Nasser R., Ayob, Masri, Kendall, Graham, Rong Qu

“… In this paper, instead of using human knowledge to design the high-level heuristic, we propose a gene expression programming algorithm to automatically generate, during the instance-solving process…”
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Graph semantic similarity-based automatic assessment for programming exercises Autor Xiang, Chengguan, Wang, Ying, Zhou, Qiyun, Yu, Zhen

“…This paper proposes an algorithm for the automatic assessment of programming exercises…”
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Robust Automatic Target Recognition Algorithm for Large-Scene SAR Images and Its Adaptability Analysis on Speckle Autor Wang, Shicheng, Fu, Guangyuan, Cai, Yanning, Wang, Hongqiao

“… At the same time, a recognition algorithm organically integrating the local multiscale features and the multiscale wavelet kernel classifier is studied, which realizes the quick…”
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Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using the Generalized Hyperbolic Prior Autor Cheng, Lei, Chen, Zhongtao, Shi, Qingjiang, Wu, Yik-Chung, Theodoridis, Sergios

“… modeling, and it was shown to be an effective strategy for automatic…”
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Automatic Image Segmentation by Dynamic Region Merging Autor Bo Peng, Lei Zhang, Zhang, D.

“…This paper addresses the automatic image segmentation problem in a region merging style…”
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A Comparison between Two Automatic Assessment Approaches for Programming: An Empirical Study on MOOCs Autor Bey, Anis, Jermann, Patrick, Dillenbourg, Pierre

“…). The automatic grading of programs presents an opportunity to assess and provide tailored feedback to large classes, while featuring at the same time a number of benefits like…”
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