Dabhi, V.K.; Chaudhary, S. A survey on techniques of improving generalization ability of genetic programming solutions. arXiv 2012, arXiv:1211.1119.Dabhi, V. K., & Chaudhary, S. (n.d.). A Survey on Techniques of Improving Generalization Ability of Genetic Programming Solutions....
We survey mixed-integer programming techniques as they are applied in bilevel optimization. • We focus on bilevel problems with convex or linear lower-level problems as well as on problems with mixed-integer lower levels. • Special attention is given to bilevel pricing problems, Stackelberg...
Java has emerged as a dominant programming language widely used in a large variety of application areas.However,its architectural independent design means that it is frequently unable to deliver high runtime performance.This paper presents a survey on various approaches developed to improve Java perform...
Fig. 6. Target programming languages for each considered category. In the rest of this section, we delve into each category and sub-category at a time, break down the entire workflow of a code analysis task into fine-grained steps, and summarize the method and ml techniques used. It is ...
There are also techniques for serviceability such as human computation programming and workflow control. The current remarkable expansion of deep learning is supported by frameworks such as PyTorch and TensorFlow, which enable the use of deep learning without considering the details of learning algorithms...
In the recent past, we have witnessed the adoption of different machine learning techniques for indoor positioning applications using WiFi, Bluetooth and o
Title:Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing 链接:arxiv.org/abs/2107.1358 一、自然语言处理中的两次重大变革 完全监督学习,即在目标任务的输入-输出示例数据集上仅对特定任务进行训练的任务特定模型,在许多机器学习任务中长期发挥着核心作用(Kots...
Application programming interface DAG: Directed acyclic graph DSMS: Data Stream Management System GFS: Google File System HDDs: Hard disk drives HDFS: Hadoop Distributed File System IDC: Industrial Development Corporation NoSQL: Not Only SQL REST: Representational state transfer...
“Reduced-order modeling” section reviews the ROM techniques; associated adaptive strategies are presented in “Adaptive reduced-order models” section. Reduced-order modeling While the surrogate modeling techniques cited in the previous Sections can exploit integrated quantities, ROM can capture spatial ...
they utilized evolutionary programming to determine the distribution of fuzzy sets for each feature variable of the feature extraction unit; second, the weight-revised algorithm is used to regulate the weight grade of the principal output node of the inference unit; finally, the FENFCM was validated...