Graph convolutional neural networks for the travelling salesman problem

Graph convolutional neural networks for the travelling salesman problem

Combinatorial optimization problems, also called NP-hard problems, are practical constraint satisfaction problems that are impossible to solve optimally at large scales. In practice, handcrafted heuristic algorithms are able to solve problems with up to a million variables and constraints. These alg...

Saved in:

書目詳細資料
主要作者:	Joshi, Chaitanya Krishna
其他作者:	Xavier Bresson
格式:	Final Year Project
語言:	English
出版:	2019
主題:	DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
在線閱讀:	http://hdl.handle.net/10356/77027
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University
語言:	English

相似書籍

Efficient graph neural networks for travelling salesman problem using multilevel clustering
由: Dwivedee, Lakshyajeet
出版: (2021)

Graph convolutional neural networks for text categorization
由: Lakhotia, Suyash
出版: (2018)

Natural language translation with graph convolutional neural network
由: Zhu, Yimin
出版: (2018)

Semi supervised learning with graph convolutional networks
由: Ong, Jia Rui
出版: (2019)

Class-based attack on graph convolution network
由: He, HeFei
出版: (2022)

Masked face recognition using convolutional neural network
由: Wu, Peihang
出版: (2023)

Federated graph neural network
由: Koh, Tat You @ Arthur
出版: (2021)

Facial expression recognition study based on convolutional neural network
由: Yu, Zhen Lin
出版: (2019)

Gated convolutional neural network for fine-grained automatic essay scoring
由: Lee, Xing Zhao
出版: (2017)

Benchmarking novel graph neural networks
由: Bhagwat, Abhishek
出版: (2021)

Federated learning for graph neural networks
由: Yan, Yige
出版: (2023)

An investigation of the application of graph neural networks in recommendation systems
由: Koh, Jaylene Jia Ying
出版: (2023)

Training convolutional neural networks for person re-identification
由: Lee, Ying Hui
出版: (2019)

Pavement defect detection with deep convolutional neural network
由: Chan, Zhen Yi
出版: (2023)

Implementation of high-performance graph neural network distributed learning framework
由: Lee, Cheng Han
出版: (2023)

Decoding graph neural networks for prediction of alzheimer's disease from neuroimaging and omics datasets
由: Chockalingam Kasi
出版: (2023)

Graph neural networks for questions and answers
由: Mah, Caleb
出版: (2019)

Predicting gender from structural and functional connectome via multi-view graph neural networks
由: He, Yinan
出版: (2023)

Subject adaptation with deep convolutional neural network for EEG-based motor imagery classification
由: Zhang, Kaishuo
出版: (2020)

Semi-supervised RVFL-based neural networks for solving classification problems
由: Yao, Cheng Hui
出版: (2021)

FPGA implementation of spiking convolutional neural networks for voice keyword recognition
由: Ng, Wei Soon
出版: (2021)

Fast convolutional neural network for image classification
由: Jeon, Young Seok
出版: (2017)

Universal adversarial attacks on graph neural networks
由: Liao, Chang
出版: (2021)

Learning capabilities of neural networks
由: Huang, Guangbin.
出版: (2008)

Voice detection with spiking convolutional neural network for smart sensor applications
由: Leow, Cong Sheng
出版: (2021)

Complementary learning fuzzy neural network
由: Tan, Tuan Zea
出版: (2010)

Investigating vulnerability of watermarking neural network
由: Chua, Viroy Sheng Yang
出版: (2020)

Demystifying adversarial attacks on neural networks
由: Yip, Lionell En Zhi
出版: (2020)

Spiking neural network for object recognition
由: Li, Wei
出版: (2023)

Development of learning algorithms for fully connect layers of convolutional neural network
由: Wang, Yiming
出版: (2020)

Gaze estimation using residual neural network
由: Wong, En Teng
出版: (2018)

Stock trading using fuzzy neural networks
由: He, Guangxu
出版: (2016)

Complex-valued neural networks and their learning algorithms
由: Savitha Ramasamy.
出版: (2011)

Protecting neural networks from adversarial attacks
由: Kwek, Jia Ying
出版: (2020)

Neural network pruning for face anti-spoofing
由: Zhang, Yinan
出版: (2022)

Deep neural networks for time series classification
由: Cheng, Wen Xin
出版: (2023)

Pseudo outer-product based fuzzy neural networks
由: Zhou, Ruowei.
出版: (2009)

Optimization of neural networks through high level synthesis
由: Liem, Jonathan Zhuan Kim
出版: (2018)

Investigations in neural network learning using geometrical approach
由: Wang, Di
出版: (2008)

Using deep neural networks for chess position evaluation
由: Phang, Benito Yan Feng
出版: (2023)