An Unsupervised Link Prediction Algorithm Based on an ApproximateGraph Neural Network Framework [PDF]
For unlabeled networks, the link prediction method based on graph neural networks had poor performance when using its efficient modeling mechanism for link prediction tasks. An unsupervised link prediction algorithm (ALIP) was proposed.
LI Gege +4 more
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Vector algorithm library implementation and optimization based on ARM V8 platform [PDF]
Based on the VecOp vector algorithm library of ARM V8 architecture,this paper proposes a scheme of implementing and optimizing the basic vector algorithm lobrary on ARM V8 platform.The optimization is implemented from four aspects: memory access ...
WANG Jing,ZHANG Yunquan,LIANG Jun
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Necessary optimality conditions for nonsmooth vector optimization problems
In this paper we introduce a notion of generalized derivative for nonsmooth vector functions in order to obtain necessary optimality conditions for vector optimization problems.
Davide La Torre
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Research on Bearing Fault Diagnosis Method Based on IPSO-RVM
Aiming at the problems of poor classification effect of support vector machine in traditional particle swarm optimization support vector machine and inaccuracy of traditional particle swarm optimization in bearing fault diagnosis, an improved particle ...
ZHANG Han +4 more
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VISUALIZATION SOFTWARE DEVELOPMENT FOR PROCEDURE OF MULTI-DIMENSIONAL OPTIMIZATION OF TECHNOLOGICAL PROCESS FUNCTIONAL PARAMETERS [PDF]
A method for multi-criteria optimization of the design parameters for technological object is described. The existing optimization methods are overviewed, and works in the field of basic research and applied problems are analyzed.
E. N. Ishakova, M. A. Tokareva
doaj
Some cone separation results and applications
In this note we present some cone separation results in infinite dimensional spaces. Our approach is mainly based on two different types of cone outer approximation. Then we consider an application to vector optimization.
M. Durea
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RATIONAL RECOVERY MODEL OF DEPOT PROCESSING EQUIPMENT AT THE INDUSTRIAL ENTERPRISE
Purpose. The problem of the maximum resources recovery of rolling stock repair depot of industrial enterprise with limited resources consumption, which are used in the system is today’s topical question.The main factors that affect the repair depot ...
M. I. Kapitsa, T. S. Hryshechkina
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Optimization of tablet formulation containing ginger dry extract
Introduction. Diabetes mellitus is one of the world’s most common diseases, therefore the development and introduction of new effective drugs for diabetes treatment into clinical practice is an important task for the health systems of many countries of ...
Malek Walid A.A. +3 more
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THE MODELING TECHNOLOGY AND THEORETICAL PRINCIPLES OF CARGOES DELIVERY
In the article the theoretical bases of modeling a technology of cargo transportation on the basis of determining the dependence of expenses on cargo transportation time are suggested.
O. I. Kharchenko
doaj
INTERNATIONAL LOGISTICS SYSTEMS DESIGN AND EFFECTIVENESS EVALUATION
Purpose. In the paper the question of the development of a methodological approach to the determination of logistics systems’ performance and grounding of the most effective goods’ delivery schemes, based on the theory of functions and sets of multiple ...
N. V. Khalipova
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