Training feed-forward multi-layer perceptron artificial neural networks with a tree-seed algorithm

AC Cinar - Arabian Journal for Science and Engineering, 2020 - Springer
The artificial neural network (ANN) is the most popular research area in neural computing. A
multi-layer perceptron (MLP) is an ANN that has hidden layers. Feed-forward (FF) ANN is …

System and method for infrasonic cardiac monitoring

O Barsimantov, K McLeod, JD Schaffer - US Patent 10,542,961, 2020 - Google Patents
Cardiac Output (CO) has traditionally been difficult, dangerous, and expensive to obtain.
Surrogate measures such as pulse rate and blood pressure have therefore been used to …

Modularity in biological evolution and evolutionary computation

AV Spirov, AV Eremeev - Biology Bulletin Reviews, 2020 - Springer
The basic principles of selectionism were transferred in a simplified form from population
genetics to the field of evolutionary computation in order to solve applied problems of …

Benchmarking a genetic algorithm with configurable crossover probability

F Ye, H Wang, C Doerr, T Bäck - … on Parallel Problem Solving from Nature, 2020 - Springer
We investigate a family of (μ+ λ) Genetic Algorithms (GAs) which creates offspring either
from mutation or by recombining two randomly chosen parents. By scaling the crossover …

Distracted driving prediction model using a Bayesian network approach

A Samira, J Mansoureh, D Abdollah - International Conference on …, 2020 - ascelibrary.org
Distracted driving is known to be one of the core contributors to crashes in the US,
accounting for about 40% of all crashes. Drivers' situational awareness, decision-making …

集成偏好的高维多目标最优软件产品选择算法

向毅, 周育人, 蔡少伟 - 软件学报, 2020 - jos.org.cn
在基于搜索的软件工程研究领域, 高维多目标最优软件产品选择问题是当前的一个研究热点.
既往工作主要采用后验方式(即先搜索再选择) 处理软件工程师或终端用户的偏好. 与此不同 …

Energy optimisation of parametric modeled façades

S Vukadinović - Arhitektura i urbanizam, 2020 - scindeks.ceon.rs
This paper examines the energy properties of parametrically modeled facades of office
buildings in Belgrade climate conditions. The design of the facade was defined by the …

Computing the assembly guidance for maximizing product quality in the virtual assembly

CK Tsung, TF Ho, HY Huang, SH Yang, PN Tsou… - Sustainability, 2020 - mdpi.com
Assembly is the final process of manufacturing, and a good assembly plan reduces the effect
of the tolerance generated in the early stages by the tolerance elimination. In the current …

[图书][B] Renforcement De Systèmes De Détection d'Intrusions Par Des Attaques GAN et Métaheuristiques

S Msika - 2020 - search.proquest.com
Un système de détection d'intrusion est un outil capital en cybersécurité. Il sert aux
administrateurs réseau d'identifier le traffic internet malicieux, et les cyberattaques: une fois …

Nonparametric pixel-wise background modelling and segmentation to detect moving object with RGB-D camera

N Dorudian - 2020 - bura.brunel.ac.uk
Moving object detection is one of the main fundamental parts in various computer vision
applications, particularly for real-time object tracking and recognition in automated video …