Výsledky vyhledávání - "constructive algorithm"

An XGBoost-enhanced fast constructive algorithm for food delivery route planning problem Autor Wang, Xing, Wang, Ling, Wang, Shengyao, Chen, Jing-fang, Wu, Chuge

“…•Food delivery route planning problem is studied.•XGBoost-enhanced fast constructive algorithm is proposed.•Insertion-based heuristic with different sequencing…”
Získat plný text

Serial electrocardiography to detect newly emerging or aggravating cardiac pathology: a deep-learning approach Autor Sbrollini, Agnese, De Jongh, Marjolein C., Ter Haar, C. Cato, Treskes, Roderick W., Man, Sumche, Burattini, Laura, Swenne, Cees A.

“…Background Serial electrocardiography aims to contribute to electrocardiogram (ECG) diagnosis by comparing the ECG under consideration with a previously made…”
Získat plný text

Priority-based constructive algorithms for scheduling agile earth observation satellites with total priority maximization Autor Xu, Rui, Chen, Huaping, Liang, Xinle, Wang, Huimin

“…•We study an Earth observation scheduling problem from China’s satellite platform.•We develop priority-based indicators based on a cost-benefit analysis…”
Získat plný text

Efficient design of multicolumn RBF networks Autor Han, Ziyang, Qian, Xusheng, Huang, He, Huang, Tingwen

“…To make radial basis function (RBF) networks efficient for large-scale learning tasks, the parallel technique provides a promising way for the construction of…”
Získat plný text

Deep incremental random vector functional-link network: A non-iterative constructive sketch via greedy feature learning Autor Zhang, Siyuan, Xie, Linbo

“…The incremental version of randomized neural networks provides a greedy constructive algorithm for the shallow network, which adds new nodes through different…”
Získat plný text

Bounds for the connected domination number of maximal outerplanar graphs Autor Chen, Shao-Liang, Hao, Rong-Xia, Qin, Xiao-Wen

“…A dominating set of a graph G is a set S⊆V(G) such that every vertex in G is either in S or adjacent to a vertex in S. A dominating set S is a connected…”
Získat plný text

An Interpretable Constructive Algorithm for Incremental Random Weight Neural Networks and Its Application Autor Nan, Jing, Dai, Wei, Yuan, Guan, Zhou, Ping

“…In this article, we aim to offer an interpretable learning paradigm for incremental random weight neural networks (IRWNNs). IRWNNs have become a hot research…”
Získat plný text

An approach combining a new weight initialization method and constructive algorithm to configure a single Feedforward Neural Network for multi-class classification Autor Fontes, Cristiano Hora, Embiruçu, Marcelo

“…This paper presents a new method for initializing weights in a Feedforward Neural Network (FNN) with a single hidden layer combined with a constructive…”
Získat plný text

Constructive algorithm for fully connected cascade feedforward neural networks Autor Qiao, Junfei, Li, Fanjun, Han, Honggui, Li, Wenjing

“…In this paper, a novel constructive algorithm, named fast cascade neural network (FCNN), is proposed to design the fully connected cascade feedforward neural…”
Získat plný text

Mathematical analysis and calculation of molecular surfaces Autor Quan, Chaoyu, Stamm, Benjamin

“…In this article we derive a complete characterization of the Solvent Excluded Surface (SES) for molecular systems including a complete characterization of…”
Získat plný text

Construction of Dual-CISTs on an Infinite Class of Networks Autor Qin, Xiao-Wen, Hao, Rong-Xia, Wu, Jie

“…The main method to achieve fault-tolerant network systems is by exploiting and effectively utilizing the edge-disjoint and/or inner-vertex-disjoint paths…”
Získat plný text

The Comprehensive Marginal Return Algorithm for the Dynamic S-WTA Problem with Time Windows Autor Wang, Jiagen, Bin, Xin, Ma, Weijie, Zhang, JingYu

“…To better adapt to the actual situation, this study builds a mathematical model for the dynamic S-WTA problem with time windows. By constructing a missile…”
Získat plný text

Job shop scheduling with a combination of four buffering constraints Autor Liu, Shi Qiang, Kozan, Erhan, Masoud, Mahmoud, Zhang, Yu, Chan, Felix T.S.

“…In this paper, a new scheduling problem is investigated in order to optimise a more generalised Job Shop Scheduling system with a Combination of four Buffering…”
Získat plný text

Analysis of a constructive algorithm to optimize different performance measures in an integrated scheduling-distribution environment Autor Roberto Fernandes Tavares Neto, Ronaldo Castro de Oliveira

“…The literature has already shown the need to consider the integration of several functions of productive systems. Based on this, the current paper introduces a…”
Získat plný text

Solving the inverse Sturm–Liouville problem with singular potential and with polynomials in the boundary conditions Autor Chitorkin, Egor E., Bondarenko, Natalia P.

“…In this paper, we for the first time get constructive solution for the inverse Sturm–Liouville problem with complex-valued singular potential and with…”
Získat plný text

Asynchronous multisource alignment-driven real-time online detection of ash content in flotation clean coal Autor Wang, Lanhao, Liu, Jiahui, Dai, Wei, Gui, Xiahui, Wang, Hongyan

“…Accurate real-time monitoring of the ash content in flotation clean coal is pivotal for intelligent optimization and closed-loop control of the flotation…”
Získat plný text

Grafting constructive algorithm in feedforward neural network learning Autor Zhang, Siyuan, Xie, Linbo

“…Constructive algorithm provides a gradually building mechanism by increasing nodes from zero. By this means, the neural network can independently and…”
Získat plný text

Virtual Analyzers for MI and Density Based on Neural Networks Improved through an Integrated Strategy Involving a Constructive Algorithm and Definition of Initial Weights Autor da Silva, Adilton Lopes, Fontes, Cristiano Hora, Embiruçu, Marcelo

“…This work presents the development and validation of two virtual analyzers (density and Melt Index (MI)) for quality monitoring and control of the final…”
Získat plný text

A new method for building single feedforward neural network models for multivariate static regression problems: a combined weight initialization and constructive algorithm Autor de Sá, Ghabriel A. Gomes, Fontes, Cristiano Hora, Embiruçu, Marcelo

“…The performance of models based on a Feedforward Neural Network depends strongly on the initial estimate of weights and the number of units in the hidden…”
Získat plný text

Parsimonious kernel extreme learning machine in primal via Cholesky factorization Autor Zhao, Yong-Ping

“…Recently, extreme learning machine (ELM) has become a popular topic in machine learning community. By replacing the so-called ELM feature mappings with the…”
Získat plný text