Решение задач многокритериальной оптимизации с использованием генетических алгоритмов

В данной работе представлены существующие подходы и методы применения генетических алгоритмов для решения задач многокритериальной оптимизации. Предложены математическая модель и алгоритмы решения многокритериальной задачи выбора стратегии развития производственной системы. Представлены также результаты применения для решения этой задачи метода присваивания рангов Голдберга и гибридного генетического алгоритма.Представлені існуючи підходи і методи застосування генетичних алгоритмів для рішення залач багатокритеріальної оптимізації. Запропоновано математичну модель і алгоритми розв’язку багатокритеріальної задачі вибору стратегії розвитку виробничої системи. Навелено результати застосування для розв’язку цієї задачі методу надання рангів Голдберга і гібридного генетичного алгоритму.This paper describes the existing approaches and methods of application of genetic algorithms for multiobjective optimization. The mathematical model and algorithms for solving multiobjective optimization problems in management have been proposed. Experimental results of application of the hybrid genetic algorithms for solving combinatorial optimization problems have been presented

Ліберали України та вибори до і думи

Cytokine concentrations in biological fluids are widely used markers for activation of immunological processes. Confirming the reproducibility of measurements is important, especially in longitudinal or multicenter studies where time between analyses or different analyzing laboratories increases the intra-assay variability. In this study, the reproducibility of the cytokine analysis conducted with different assay platforms was studied by comparing the results of two cytokines [interleukin (IL)-6 in serum and nasal lavage fluid (NAL) and IL-8 in NAL] analyzed with Meso Scale Discovery (MSD) ultra-sensitive single and multiplex assay kits (n = 76). In addition, the difference in cytokine levels between two biological sample matrices was studied by comparing the results of altogether 9 cytokines [IL-6, IL-2, IL-8, IL12p70, IL-1β, granulocyte–macrophage colony-stimulating factor (GM-CSF), interferon (IFN)γ, IL-10 and tumor necrosis factor (TNF)α] measured from serum and NAL of the same study subjects (n = 460). The results show that the cytokine concentrations analyzed with single and multiplex assays are concordant but not equal. Comparison of the different matrices revealed that cytokine concentrations in serum do not correspond with concentrations detected in nasal lavage fluid. It can be concluded that comparability of the results from single and multiplex analysis of cytokines is high, but the concentrations should not be compared directly with each other. The differences between concentrations analyzed from serum and nasal lavage fluid indicate that the levels are specific for each matrix and represent distinct immunological conditions. (aut.ref.

Інноваційна конкурентоспроможність в умовах глобалізації

BACKGROUND Associations between acute respiratory inflammatory responses, changes in bronchial hyperresponsiveness, serum pneumoprotein levels, and exposure to fire smoke were studied. METHODS The study comprised 51 firefighters. Blood samples were taken within 24 hr following exposure to fire smoke, and after a week and 3 months. Sputum was induced within 5 days post-exposure and subjects underwent spirometry and methacholine provocation one week post-exposure. Exposure was registered by a questionnaire. RESULTS No changes were observed following smoke exposure in bronchial hyperresponsiveness and serum pneumoprotein levels. Nevertheless, in a sizable proportion of the firefighters (44%) elevated sputum neutrophil levels (≥60%) were found. Serum IL-8 concentrations were higher 24 hr post-exposure compared to pre-exposure. Elevated neutrophil levels in sputum were associated with elevated serum IL-8 (β = 0.010, P = 0.004) and TNFα (β = 0.005, P = 0.034) levels within 24 hr post-exposure and IL-8 elevation lasted up to 3 months. CONCLUSIONS Acute exposure to fire smoke induces acute neutrophilic airway and long-lasting systemic inflammation in healthy firefighters in the absence of bronchial hyperresponsiveness. Am. J. Ind. Med. 55:54-62, 2012. © 2011 Wiley Periodicals, Inc

Influence of applying different units of measurement on reporting antimicrobial consumption data for pig farms

Background: Antimicrobial use in livestock is one of the factors contributing to selection and spread of resistant microorganisms in the environment. National ve

Healthy worker survivor analysis in an occupational cohort study of Dutch agricultural workers

OBJECTIVES: High microbial exposures in farmers and agricultural workers are associated with less atopy. Although it has been speculated that healthy worker survival could be an explanation, this has not been studied so far. Therefore, we investigated the presence of healthy worker survival in a five-year follow-up study of an occupational cohort of Dutch farmers and agricultural industry (company) workers. METHODS: We compared baseline demographic characteristics, respiratory health, atopy and endotoxin exposure of 259 workers followed up with 124 workers lost to follow-up. Additionally, baseline health status of 31 participants who had changed to lower exposure jobs at follow-up was compared to those with similar or higher exposure jobs at follow-up. RESULTS: In general, no major healthy worker survival effect was found. Nonetheless, small differences were observed between subjects included in follow-up and those lost to follow-up. Those lost to follow-up were older, had a lower peak expiratory flow, and were less often raised on a farm. Company workers lost to follow-up with a farm childhood had more often self-reported allergy, but this was not observed for subjects with atopic sensitization or other respiratory symptoms. No differences were found for any of the studied characteristics in participants with lower exposure at follow-up compared to participants with similar or higher exposure at follow-up. CONCLUSIONS: No major healthy worker survival is present in this organic dust exposed cohort. Differences between participants lost to follow-up and participants included in follow-up with regard to health characteristics are small and unlikely to explain the previously reported inverse associations between endotoxin exposure and atopy

Журнал кримських караїмів “Бизым йол” (“Наш шлях”) у світлі традицій караїмської преси і національної політики Кримської АРСР

В статье содержится описание караимских периодических изданий начала ХХ века, их целей и задачи, объема, основных отделов, исследуется отражение в караимской периодике процессов национального культурного ренессанса, изучается связь этнических изданий караимов с общественно-политической жизнью караимской общины.Стаття містить опис караїмських видань початку ХХ століття, з'ясовує їхні цілі і завдан-ня, обсяг, основні розділи; досліджує відбиття у караїмській періодиці процесів національного культурного ренесансу; вивчає зв'язок етнічних видань караїмів із суспільно-політичним життям караїмської громади.The article researches the Karaite mass media of the beginning of the XX century: its matters and tasks, volume, main sections, the reflection of the cultural renaissance in it and its connection with life of the Karaite community

Миф о "Братьях Карамазовых". Какой Достоевский нужен современной России?

В статье на основе текста романа «Братья Карамазовы» опровергается позиция И. Евлампиева, который видит в Ф.М. Достоевском по преимуществу гностического мыслителя, а также эксплицируются теоретические предпосылки тенденциозного подхода к творчеству русского писателя. Акцентируется внимание на связи романов Достоевского с православной традицией, а также значимости этой позиции для становления русского самосознания и истории России.У статті на основі тексту роману «Брати Карамазови» спростовується позиція І. Євлампієва, який вбачає у Ф.М. Достоєвському переважно гностичного мислителя, а також експлікуються теоретичні передумови тенденційного підходу до творчості російського письменника. Робиться акцент на зв’язку романів Достоєвського з православною традицією, а також на значимості цієї позиції для становлення російської самосвідомості та історії Росії.In the article the position of I. Evlampiev, who considers F.M. Dostoyevskiy, for the most part, as a gnostic thinker, is being disproved on the basis of the text of the novel “The Karamazov brothers”. Also, theoretical preconditions of tendentious understanding of the creative work of the Russian writer are being explicated. Besides, the relationship between Dostoyevskiy’s novels and orthodox tradition and the importance of this position for establishing Russian self-consciousness and the history of Russia are being indicated

Respiratory symptoms and occupation: a cross-sectional study of the general population

BACKGROUND: This study focused on respiratory symptoms due to occupational exposures in a contemporary general population cohort. Subjects were from the Dutch Monitoring Project on Risk Factors for Chronic Diseases (MORGEN). The composition of this population enabled estimation of respiratory risks due to occupation from the recent past for both men and women. METHODS: The study subjects (aged 20–59) were all inhabitants of Doetinchem, a small industrial town, and came from a survey of a random sample of 1104 persons conducted in 1993. A total of 274 cases with respiratory symptoms (subdivided in asthma and bronchitis symptoms) and 274 controls without symptoms were matched for age and sex. Relations between industry and occupation and respiratory symptoms were explored and adjusted for smoking habits and social economic status. RESULTS: Employment in the 'construction' (OR = 3.38; 95%CI 1.02 – 11.27), 'metal' (OR = 3.17; 95%CI 0. 98 – 10.28), 'rubber, plastics and synthetics' (OR = 6.52; 95%CI 1.26 – 53.80), and 'printing' industry (OR = 3.96; 95%CI 0.85 – 18.48) were positively associated with chronic bronchitis symptoms. In addition, the 'metal' industry was found to be weakly associated with asthma symptoms (OR = 2.59; 95%CI 0.87 – 7.69). Duration of employment within these industries was also positively associated with respiratory symptoms. CONCLUSION: Respiratory symptoms in the general population are traceable to employment in particular industries even in a contemporary cohort with relatively young individuals