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Aram Cho and Sangook Park
This paper raises the question of whether global innovation systems (GIS), the expanded networks of actors beyond national boundaries, could be a new sibling of innovation systems perspectives. We argue that in today?s globalized world, it is idoneous to...
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Chunming Tang, Yanni Li, Xiaoxia Dong and Bo He
In this paper, we consider a class of structured optimization problems whose objective function is the summation of two convex functions: f and h, which are not necessarily differentiable. We focus particularly on the case where the function f is general...
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Marek J. Smietanski
In this paper, we propose a new version of the generalized damped Gauss?Newton method for solving nonlinear complementarity problems based on the transformation to the nonsmooth equation, which is equivalent to some unconstrained optimization problem. Th...
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Xiuyun Zheng and Jiarong Shi
In this paper, a modification to the Polak?Ribiére?Polyak (PRP) nonlinear conjugate gradient method is presented. The proposed method always generates a sufficient descent direction independent of the accuracy of the line search and the convexity of the ...
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Li-Na Wang, Guoqiang Zhong, Yaxin Shi and Mohamed Cheriet
Most of the dimensionality reduction algorithms assume that data are independent and identically distributed (i.i.d.). In real-world applications, however, sometimes there exist relationships between data. Some relational learning methods have been propo...
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Aleksandra Kuzior, Tetiana Vasylieva, Olha Kuzmenko, Vitaliia Koibichuk and Paulina Brozek
The article substantiates the existence of convergence processes in the field of digitization of countries, taking into account the number of Internet users; people with advanced skills; and indicators of infrastructure (network coverage, population cove...
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Sanjib Kumar Basu
Pág. 132 - 146
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Tony HARPER
Pág. 428 - 433
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There is an increasing interest in identifying business ethics values across cultures. Business ethics values are commonly expressed in corporate governance and managerial decision-making worldwide. The authors review global corporate websites as an expa...
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Zhiqiang Jiang, Hui Qin, Changming Ji, Zhongkai Feng, Jianzhong Zhou
Pág. 1 - 19
An efficient reservoir operation technique plays a very important role in improving the water resources and energy efficiency of reservoirs. In order to effectively avoid or alleviate the ?curse of dimensionality? of Multi-dimensional Dynamic Programming...
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Yanchun Zhao, Senlin Bi, Huanlong Zhang and Zhiwu Chen
The salp swarm algorithm imitates the swarm behavior of salps during navigation and hunting that has been proven the superiority of search for best solution. However, although it has sufficient global search ability, it is still worth paying attention to...
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Liangkun Yu, Xiang Sun, Rana Albelaihi and Chen Yi
Federated learning (FL) is a collaborative machine-learning (ML) framework particularly suited for ML models requiring numerous training samples, such as Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and Random Forest, in the co...
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Alexis Thibault, Lénaïc Chizat, Charles Dossal and Nicolas Papadakis
This article describes a set of methods for quickly computing the solution to the regularized optimal transport problem. It generalizes and improves upon the widely used iterative Bregman projections algorithm (or Sinkhorn?Knopp algorithm). We first prop...
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Chunhe Hu, Yu Xia and Junguo Zhang
Path planning of unmanned aerial vehicles (UAVs) in threatening and adversarial areas is a constrained nonlinear optimal problem which takes a great amount of static and dynamic constraints into account. Quantum-behaved pigeon-inspired optimization (QPIO...
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Chunhe Hu, Yu Xia and Junguo Zhang
Path planning of unmanned aerial vehicles (UAVs) in threatening and adversarial areas is a constrained nonlinear optimal problem which takes a great amount of static and dynamic constraints into account. Quantum-behaved pigeon-inspired optimization (QPIO...
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Xi Liu and Dan Zhang
Enterprise investment decision-making should not only consider investment profits, but also investment risks, which is a complex nonlinear multi-objective optimization problem. However, traditional investment decisions often only consider profit as a goa...
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Xiaodong Lv, Guangming Zhang, Zhiqing Bai, Xiaoxiong Zhou, Zhihan Shi and Mingxiang Zhu
In this paper, an adaptive neural network global fractional order fast terminal sliding mode model-free intelligent PID control strategy (termed as TDE-ANNGFOFTSMC-MFIPIDC) is proposed for the hypersonic vehicle ground thermal environment simulation test...
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Zukra Budi Utama, Thamrin Abdullah, Suparno Eko Widodo
Pág. 16 - 25
How organizations survive following global phenomena in the form of increasingly random and unpredictable changes, which have now entered the industrial era 4.0. by increasing the acceleration of internet-based multi-media computer technology, in co...
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Iryna Sievidova,Tamila Oliynik,Oleksandra Mandych,Tetyana Kvyatko,Iryna Romaniuk,Larisa Leshchenko,Serhiy Vynohradenko,Serhii Plyhun
Pág. 47 - 56
The paper considers issues on the theoretical substantiation of options for choosing an optimal strategy to integrate an agricultural enterprise into the wholesale market by using methodological tools of the non-cooperative game theory. We have proposed ...
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