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Appropriate Combination of Crossover Operator and Mutation Operator in Genetic Algorithms for the Travelling Salesman Problem

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Computers, Materials & Continua 2024年第5期79卷 2399-2425页

作者： Zakir Hussain Ahmed habibollah Haron Abdullah Al-Tameem Department of Mathematics and Statistics College of ScienceImam Mohammad Ibn Saud Islamic University(IMSIU)Riyadh11432Kingdom of Saudi Arabia Faculty of Computing Universiti Teknologi MalaysiaJohor Bahru81310Malaysia College of Computer and Information Sciences Imam Mohammad Ibn Saud Islamic University(IMSIU)Riyadh11432Kingdom of Saudi Arabia

Genetic algorithms(GAs)are very good metaheuristic algorithms that are suitable for solving NP-hard combinatorial optimization *** a set of solutions represented by a population of chromosomes and then uses the idea of survival of the fittest in the selection process to select some fitter *** uses a crossover operator to create better offspring chromosomes and thus,converges the ***,it uses a mutation operator to explore the unexplored areas by the crossover operator,and thus,diversifies the GA search space.A combination of crossover and mutation operators makes the GA search strong enough to reach the optimal ***,appropriate selection and combination of crossover operator and mutation operator can lead to a very good GA for solving an optimization *** this present paper,we aim to study the benchmark traveling salesman problem(TSP).We developed several genetic algorithms using seven crossover operators and six mutation operators for the TSP and then compared them to some benchmark TSPLIB *** experimental studies show the effectiveness of the combination of a comprehensive sequential constructive crossover operator and insertion mutation operator for the *** GA using the comprehensive sequential constructive crossover with insertion mutation could find average solutions whose average percentage of excesses from the best-known solutions are between 0.22 and 14.94 for our experimented problem instances.

关键词： Travelling salesman problem genetic algorithms crossover operator mutation operator comprehensive sequential constructive crossover insertion mutation

SBR COMPOSITES REINFORCED WITH N-ISOPROPYL-N'PHENYL-P-PHENYLENEDIAMINE-MODIFIED CLAY

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Chinese Journal of Polymer Science 2011年第2期29卷 191-196页

作者： habibollah Baharvand Ghasem Naderi Sedigheh Soltani Iran Polymer & Petrochemical Institute TehranP.O.Box 14965/115Iran

SBR compounds including the N-isopropyl-N＇-phenyl-p-phenylenediamine-modified clay（organoclay） were *** of modified clay and antioxidant（IPPD） contents on mechanical and rheological properties of SBR composites were *** results confirmed that the clay was chemically modified by IPPD and changed into an organoclay.X-ray diffraction（XRD） results confirmed the increase in interlayer distance of the clay due to the insertion of *** and cure characteristics of SBR compounds were determined using RPA（Rubber Process Analyzer） and *** time and cure time of SBR compounds decreased with introduction of the *** properties and heat aging resistance of the SBR composites were improved significantly by incorporation of the organoclay.

关键词： SBR Organoclay Mechanical properties Cure characteristics Antioxidant

Active Vibration Control of a Railway Vehicle Carbody Using Piezoelectric Elements

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Chinese Journal of Mechanical Engineering 2017年第4期30卷 963-972页

作者： habibollah Molatefi Pejman Ayoubi Hozhabr Mozafari Railway Engineering School Iran University of Science and Technology Department of Mechanical & Materials Engineering University of Nebraska-Lincoln

In recent years and according to modem trans- portation development, rail vehicles are manufactured lighter to achieve higher speed and lower transportation costs. On the other hand, weight reduction of rail vehicles leads to increase the structural vibration. In this study, Active Vibration Control of a rail vehicle using piezo- electric elements is investigated. The optimal control employed as the control approach regard to the first two modes of vibration. A simplified Car body structure is modeled in Matlab using the finite element theory by considering six DOF beam element and then the Eigen functions and mode shapes are derived. The surface roughness of different classes of rail tracks have been obtained using random vibration theory and applied to the secondary suspension as the excitation of the structure; Then piezoelectric mounted where the greatest moments were captured. The effectiveness of Piezoelectric in structural vibrations attenuation of car body is demon- strated through the state space equations and its effect on modal coefficient.

关键词： Active vibrationRandom vibrations Modalmethodcontrol Piezoelectric analysis Finite element

Nuclear atypia grading in breast cancer histopathological images based on CNN feature extraction and LSTM classification

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CAAI Transactions on Intelligence Technology 2021年第4期6卷 426-439页

作者： Sanaz Karimi Jafarbigloo habibollah Danyali Departtnent of Electrical and Electronics Engineering Shifa2 Univetsity of TechnologyShirazIran Department of Electrical Engtneering-Comtnunication System Shitaz Univetsity of TechnologyShirazIran

Early diagnosis of breast cancer,the most common disease among women around the world,increases the chance of treatment and is highly *** atypia grading in histopathological images plays an important role in the final diagnosis and grading ofbreast *** images by pathologists is a time consuming and subjective ***,the existence of a computer-aided system for nuclear atypia grading is very useful and necessary;In this stud%two automatic systems for grading nuclear atypia in breast cancer histopathological images based on deep learning methods are proposed.A patch-based approach is introduced due to the large size of the histopathological images and restriction of the training *** the proposed system I,the most important patches in the image are detected first and then a three-hidden-layer convolutional neural network(CNN)is designed and trained for feature extraction and to classify the patches *** proposed system II is based on a combination of the CNN for feature extraction and a two-layer Long short-term memoty(LSTM)network for *** LSTM network is utilised to consider all patches of an image simultaneously for image *** simulation results show the efficiency of the proposed systems for automatic nuclear atypia grading and outperform the current related studies in the literature.

关键词： breast cancer CNN histopathological image LSTM networks nuclear atypia

Treatment of fir wood with chitosan and polyethylene glycol

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Journal of Forestry Research 2016年第4期27卷 959-966页

作者： Zahra Nowrouzi Behbood Mohebby habibollah Younesi Tarbiat Modares University Noor Iran

Chitosan is a natural biopolymer, derived from chitin, which is used for wood modification. Polyethylene glycol（PEG） was reacted with wood to provide possible fixation of the chitosan to wood. Wood blocks were treated with chitosan and PEG, as well as pre-treatment with the PEG at different temperatures and further reaction with the chitosan. The samples were soaked in water to study leaching of the chemicals, water absorption, swelling, as well as anti-swelling efficiency. Any prior reaction of the wood with PEG provided better reaction to the *** was increased after the treatment of the wood with PEG. Swelling was reduced in the PEG-treated wood blocks as well as the pre-treated samples. Chitosan was not able to protect wood against water penetration： the treated samples showed more water absorption and ***, pre-treatment of the samples decreased swelling in the wood, and the density was not noticeably affected by the treatments. Heating during the treatment caused more reduction in swelling for PEG–chitosan treated samples.

关键词： chitosan swelling glycol polyethylene chemicals leaching dried prior chitin fixation

Image Tamper Detection and Multi-Scale Self-Recovery Using Reference Embedding with Multi-Rate Data Protection

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China Communications 2019年第11期16卷 154-166页

作者： Navid Daneshmandpour habibollah Danyali Mohammad Sadegh Helfroush Department of Electrical and Electronics Engineering Shiraz University of Technology

This paper proposes a multi-scale self-recovery(MSSR)approach to protect images against content *** main idea is to provide more resistance against image tampering while enabling the recovery process in a multi-scale quality *** the proposed approach,the reference data composed of several parts and each part is protected by a channel coding rate according to its *** first part,which is used to reconstruct a rough approximation of the original image,is highly protected in order to resist against higher tampering *** parts are protected with lower rates according to their importance leading to lower tolerable tampering rate(TTR),but the higher quality of the recovered *** proposed MSSR approach is an efficient solution for the main disadvantage of the current methods,which either recover a tampered image in low tampering rates or fails when tampering rate is above the TTR *** simulation results on 10000 test images represent the efficiency of the multi-scale self-recovery feature of the proposed approach in comparison with the existing methods.

关键词： tamper detection image recovery multi-scale self-recovery tolerable tampering rate

Post-discharge follow-up of patients with spine trauma in the National Spinal Cord Injury Registry of Iran during the COVID-19 pandemic:Challenges and lessons learned

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Chinese Journal of Traumatology 2024年第3期27卷 173-179页

作者： Zahra Azadmanjir Moein Khormali Mohsen Sadeghi-Naini Vali Baigi habibollah Pirnejad Mohammad Dashtkoohi Zahra Ghodsi Seyed Behnam Jazayeri Aidin Shakeri Mahdi Mohammadzadeh Laleh Bagheri Mohammad-Sajad Lotfi Salman Daliri Amir Azarhomayoun Homayoun Sadeghi-Bazargani Gerard O'reilly Vafa Rahimi-Movaghai Health Information Management Department School of Allied Medical SciencesTehran University of Medical SciencesTehranIran Sina Trauma and Surgery Research Center Tehran University of Medical SciencesTehranIran Department of Neurosurgery Lorestan University of Medical SciencesKhoram-AbadIran Department of Epidemiology and Biostatistics School of Public HealthTehran University of Medical SciencesTehranIran Patient Safety Research Center Clinical Rsearch Institute Urma Universty of Medical SciencesUrmaIran Erasmus School of Health Policy&Management(ESHPM) Erasmus University RotterdamRoterdamthe Netherlands Brain and Spinal Cord Injury Research Center Neuroscience InstituteTehran University of Medical SciencesTehranIran Students Scientifc Research Center(SSRC) Tehran University of Medical SciencesTehranIran Department of Neurosurgery Arak University of Medical SciencesArakIran Trauma Research Center Kashan University of Medical SciencesKashanIran Shahid Rahnemoun Hospital Shahid Sadoughi University of Medical SciencesYazdIran Trauma Nuring Rearch entre Faculty of Nursing and Midwifry Kahan Universty of Medical Sciences Kahan Iran Clinical Research Development Unit Imam Hossein HospitalShahroud University of Medical SciencesShahroudIran Research Center for Evidence Based Medicine Faculty of MedicineTabriz University of Medical SciencesTabrizIran Road Trafic Injury Research Center Tabriz University of Medical SciencesTabrizIran School of Public Health and Preventive Medicine Monash UniversityMelbourneAustralia National Trauma Research Institute The AlfredMelbourneAustralia Department of Neurosurgery Shariati HospitalTehran University of Medical SciencesTehranIran Universal Scientific Education and Research Network(USERN) TehranIran Institute of Biochemistry and Biophysics University of TehranTehranIran

Purpose:The purpose of the National Spinal Cord Injury Registry of Iran(NSCIR-IR)is to create an infrastructure to assess the quality of care for spine trauma and in this study,we aim to investigate whether the NSCIR-IR successfully provides necessary post-discharge follow-up data for these ***:An observational prospective study was conducted from April 11,2021 to April 22,2022 in 8 centers enrolled in NSCIR-IR,respectively Arak,Rasht,Urmia,Shahroud,Yazd,Kashan,Tabriz,and *** were classified into 3 groups based on their need for care resources,respectively:(1)non-spinal cord injury(SCI)patients without surgery(group 1),(2)non-SCI patients with surgery(group 2),and(3)SCI patients(group 3).The assessment tool was a self-designed questionnaire to evaluate the care quality in 3 phases:pre-hospital,in-hospital,and *** data from the first 2 phases were collected through the *** post-hospital data were collected by conducting follow-up *** follow-ups were conducted for groups 1 and 2(non-SCI patients),while group 3(SCI patients)had a face-to-face *** study took place during the COVID-19 *** on age and time interval from injury to follow-up were expressed as mean±standard deviation(SD)and response rate and follow-up loss as a ***:Altogether 1538 telephone follow-up records related to 1292 patients were registered in the *** the total calls,918(71.05%)were related to successful follow-ups,but 38 cases died and thus were excluded from data *** the end,post-hospital data from 880 patients alive were *** success rate of follow-ups by telephone for groups 1 and 2 was 73.38%and 67.05%respectively,compared to 66.67%by face-to-face visits for group 3,which was very hard during the COVID-19 *** data completion rate after discharge ranged from 48%-100%,22%-100%and 29%-100%for groups ***:To improve patient accessibility,NSCIR-IR should take me

关键词： Follow-up studies Spinal injuries Spinal cord injuries COVID-19 NSCIR-IR

Crowd evacuation simulation model with soft computing optimization techniques:a systematic literature review

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Journal of Management Analytics 2021年第3期8卷 443-485页

作者： Hamizan Sharbini Roselina Sallehuddin habibollah Haron Faculty of Computer Science and Information Technology University Malaysia SarawakKota SamarahanMalaysia School of Computing Faculty of EngineeringUniversiti Teknologi MalaysiaSkudaiMalaysia

Crowd evacuation simulation is an essential element when it comes to planning and preparation in evacuation *** paper presents the survey based on systematic literature review(SLR)technique that aims to identify the crowd evacuation under microscopic model integrated with soft computing technique from previous *** the review process,renowned databases were searched to retrieve the primary articles and total 38 studies were thoroughly *** researcher has identified the potential optimization factors in simulating crowd evacuation and research gaps based on acquired issues,limitation and challenges in this *** results of this SLR will serve as a guideline for the researchers that have same interest to develop better and effective crowd evacuation simulation *** future direction from this SLR also suggests that there is a potential to hybrid the model with softcomputing optimization focusing on latest nature-inspired algorithms in improving the crowd evacuation model.

关键词： systematic reviews crowd evacuation model microscopic model soft computing techniques hybrid nature-inspired optimization techniques

An Investigation of the Effects of Curcumin on Anxiety and Depression in Obese Individuals:A Randomized Controlled Trial

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Chinese Journal of Integrative Medicine 2015年第5期21卷 332-338页

作者： habibollah Esmaily Amirhossein Sahebkar Mehrdad Iranshahi Shiva Ganjali Akram Mohammadi Gordon Ferns Majid Ghayour-Mobarhan Department of Biostatistics and Epidemiology Research Health CenterSchool of HealthMashhad University of Medical Sciences Neurogenic Inflammation Research Center Mashhad University of Medical Sciences Biotechnology Research Center Mashhad University of Medical Sciences Department of Modern Sciences and Technologies Mashhad University of Medical Sciences Cardiovascular Research Center Mashhad University of Medical Sciences Division of Medical Education Rm 342Mayfield HouseUniversity of Brighton Biochemistry of Nutrition Research Center Mashhad University of Medical Sciences

Objective： To investigate the effectiveness of curcumin, a natural polyphenolic compound with antioxidant and anti-inflammatory activities, on the frequency of symptoms of anxiety and depression in obese individuals. Methods： In this double blind, cross-over trial, 30 obese subjects were randomized to receive either curcumin （1 g/day） or placebo for a period of 30 days. Following a wash-out interval of 2 weeks, each subject was crossed over to the alternative regimen for a further 30 days. Severity of anxiety and depression was assessed at baseline and at weeks 4, 6 and 10 of the trial using the Beck Anxiety Inventory （BAI） and Beck Depression Inventory （BDI） scales, respectively. Results： Mean BAI score was found to be significantly reduced following curcumin therapy （P=0.03）. However, curcumin supplementation did not exert any significant impact on BDI scores （P=0.7）. Conclusion： Curcumin has a potential anti-anxiety effect in individuals with obesity.

关键词： Curcuma Ionga curcumin phenolic psychological disorders Beck Anxiety Inventory scale BeckDepression Inventory scale