Mihai_Editor – Page 6 – Studies in Informatics and Control

Novel NSGA-II and SPEA2 Algorithms for Bi-Objective Inventory Optimization

Ilham HUSEYINOV*, Ali BAYRAKDAR Istanbul Aydin University, Küçükçekmece, Istanbul, 34307, Turkey ilhamhuseyinov@aydin.edu.tr (*Corresponding author), bayrakdarali85@gmail.com Abstract: Inventory optimization is a significant problem that is tied directly to financial gains. Its complexity has led to the development of new inventory models and optimization techniques. Evolutionary algorithms, particularly Pareto based evolutionary algorithms have …

Bio-Inspired Hybridization of Artificial Neural Networks for Various Classification Tasks

Ouail MJAHED1*, Salah EL HADAJ1, El Mahdi EL GUARMAH1,2, Soukaina MJAHED1 1 Faculty of Sciences and Technology, Department of Computer Sciences, L2IS, Marrakech, Morocco mjahed.ouail97@gmail.com (*Corresponding author), elhadajs@yahoo.fr, guarmah@gmail.com, soukaina.mjahed@edu.uca.ma 2 Royal Air School, Mathematics and Informatics Department, Marrakech, Morocco Abstract: Recently, in order to optimize artificial neural networks (ANNs), several …

A Multi-objective Model for the Location of the Emergency Facilities and the Selection of the Rescue Path Based on the Restoration of the Damaged Edges

Yiying WANG1, Zeshui XU1*, Florin Gheorghe FILIP2 1 Business School, Sichuan University, Chengdu, Sichuan, 610064, China wanggyiying@163.com, xuzeshui@263.net (*Corresponding author) 2 Romanian Academy, 125 Calea Victoriei, Bucharest, 010071, Romania ffilip@acad.ro Abstract: In this paper, an equivalence theorem is given, that is, in a weighted graph, the maximum value of the minimum …

Efficient Intrusion Detection and Prevention Model in Cloud Environment Using Sgd-LSTM and C2HA

Ponnuviji NAMAKKAL PONNUSAMY*, Vigilson Prem MONICKARAJ, Ezhumalai PERIYATHAMBI Department of Computer Science and Engineering, R.M.D. Engineering College, Kavaraipettai, India ponnuviji@gmail.com (*Corresponding author), vigiprem@gmail.com, ezhumalai.es@gmail.com Abstract: Cloud computing is an attractive technology paradigm that has been widely used as a tool for storing and analyzing the data of different users. Since access to …

Real-Time Optimization for an AVR System Using Enhanced Harris Hawk and IIoT

Amr M. SAUBER2, Mohamed H. BEHIRY1,2*, Mohamed AMIN2 1 Faculty of Artificial Intelligence, Egyptian Russian University, 11829, Egypt m.behiry@science.menofia.edu.eg (*Corresponding author) 2 Mathematics and Computer Science Department, Faculty of Science, Menoufia University, 32611, Egypt amrmausad@science.menofia.edu.eg, Mohamed_amin110@yahoo.com Abstract: Recently, several research studies have used standard metaheuristic optimization algorithms rather than traditional algorithms and …

Enhancing the Generalization Performance of Few-Shot Image Classification with
Self-Knowledge Distillation

Liang LI1, Weidong JIN1,2, Yingkun HUANG3, Junxiao REN1* 1 School of Electrical Engineering, Southwest Jiaotong University, Chengdu 611756, China liangli@my.swjtu.edu.cn, wdjin@home.swjtu.edu.cn rjx19910911@my.swjtu.edu.cn (*Corresponding author) 2 ASEAN International Joint Laboratory of Integrated Transportation, Nanning University, Nanning City, Guangxi Province, China 3 National Supercomputing Center in Shenzhen (Shenzhen Cloud Computing Center), Shenzhen …

On a Practical Algorithm of P-IMC Type

Vasile CIRTOAJE*, Alina Simona BAIESU Petroleum-Gas University of Ploiești, 39 Bucharest Avenue, 100680, Ploiești, Romania vcirtoaje@upg-ploiesti.ro (*Corresponding author), alysim_ro@yahoo.com Abstract: As a consequence of the strategy of choosing the control parameters (that is, tuning gain, process feedback gain and three model parameters – steady-state gain, settling time and time delay), the proposed …

Enhancement of Very Fast Decision Tree for Data Stream Mining

Mai LEFA1*, Hatem ABD-ELKADER2, Rashed SALEM2 1 Department of Information System, Sadat Academy for Management Science, Cairo, Egypt mailefa12345@gmail.com (*Corresponding author) 2 Department of Information Systems, Faculty of Computers and In formation – Menoufia University, Shebin Elkom, Egypt hatem6803@yahoo.com, rsalem@ci.menofia.edu.eg Abstract: Traditional machine learning (ML) algorithms use static datasets to model …

Fused-Grain Feature Learning for Unsupervised Person Re-identification

Hua HAN*, Li HUANG, Yujin ZHANG, Jiamin TANG Shanghai University of Engineering Science, School of Electronic and Electrical Engineering, Shanghai, 201620, China 2070967@mail.dhu.edu.cn (*Corresponding author), huanglili622@126.com, yjzhang@sues.edu.cn, 151066723@qq.com Abstract: Most supervised learning methods are currently used to solve the task of person re-identification (Re-ID) and yield excellent results. But these methods usually …

Integrated Information System for the Management of Activities in the Organization

Adriana-Meda UDROIU1,2, Ionut SANDU1,3*, Mihail DUMITRACHE1,4 1 National Institute for Research and Development in Informatics, 8-10 Mareșal Averescu Avenue, Bucharest, 411515, Romania 2 Politehnica University of Bucharest, 313 Splaiul Independenţei, Bucharest, 060042, Romania meda.udroiu@rotld.ro 3 “Lucian Blaga” University of Sibiu, 10 Victoriei Boulevard, Sibiu, 550024, Romania ionut.sandu@rotld.ro (*Corresponding author) 4 …