درخت حوزه‌های تخصصی

No unique method has been so far specified for determining the number of neurons in hidden layers of Multi-Layer Perceptron (MLP) neural networks used for prediction. The present research is intended to optimize the number of neurons using two meta-heuristic procedures namely genetic and hill climbing algorithms. The data used in the present research for prediction are consumption data of water subscribers in Fasa City of Fars Province (Iran) between the years 2010 to 2013. Ultimately, using the respective data set, the data of the subsequent year 2014 can be predicted. In the present research it was observed that the mean square errors of per data (MSEPD) for the abovementioned algorithms are less than 0.2, indicating a high performance in the neural networks’ prediction. Correlation coefficients using genetic and hill climbing algorithms were respectively equal to 0.891 and 0.759. Thus, GA was able to leave a better effect on optimization of neural network.

After demonstrating Ottoman Empire and attempt of Turkish emperors in order to gain caliphate and government of all Muslims, World’s political geography witnessed the demonstration of great Ottoman Empire for six months. The formation of Ottoman Empire, on one hand, was converted to the main axis of the political geography of the region, and started competing with other political power districts of the world on the other hand. This went on for ages. By the end of the world war first, the world’s political formation was altered and the disintegration of the great Ottoman caliphate occurred by Sykes-Picot agreement in 1917 and this led to the beginning of the advent of a new political geography. By getting into power, Turkish Islamists caused a new era in the region’s political geography in 2002. New neo- ottoman idea with the aim of changing the political geography of the region is included to be one of the most important political events of the region. In this paper, by having a quick look at the record of Ottoman Empire, we are going to focus on the new strategy of Turkish AKP and inspect the effect of the strategy on changing the political geography of the region.

The present research has been done with the aim of determine the relationship between intellectual capital and employee performance of Ports and Maritime Organization. Statistical population of the present study includes head office employees of Tehran Ports and Maritime Organization. The statistical population is 140 people, 103 samples were selected according to Morgan table. In this research, field study and the standard questionnaire of intellectual capital of Bontis (1998) and employee performance of Hersey and Goldsmith (1980) have been used as data collection tools, In order to describe the data, descriptive statistics to analyze the data and Kolmogorov Smirnov test and Pearson's correlation coefficient have been used to evaluate the research hypotheses .Statistical analysis has been done by using SPSS software. According to the results of this research there is a significant relationship between the dimensions of intellectual capital (human capital, structural capital, relational capital) with the performance of Ports and Maritime Organization, and intellectual capital and its dimensions was not assessed at desirable level in the Ports and Maritime Organization with an average rate of 3.224 as well as the performance of employees was not assessed at desirable level in the Ports and Maritime Organization with the Average Rate of 3.468 .

Today country success in economic, social, political , cultural and tendencies are the hostages and pawns of coherent and dynamic didactic system and approved; The education and didactic programs for qualification improvement and dynamism need to evaluate and scrutiny quantitatively and qualitatively. Current study started with the goal of presenting faculty competency evaluation for the reason of qualitative improvement of Islamic Azad University. Research in term of how to collect and compilation the data is descriptive- survey and in term of goal and target type is practical that by doing general scrutiny in literature and subject history and past, we drawled the theoretical frame and conceptual model in this study. Nominee educational members opinions (faculty members (self- assessment), supervisors (superiors), students (clients) of Fars stat Islamic Azad different universities, are the research society. In this research with researcher evaluation in 24 active units in Fars state, approximately 125000 persons examined. That sample volume selected by the clustered random sampling method (kerjesi and Morgan formula), 380 persons, for the reason of collecting dates we used a researcher questionnaire that its validity confirmed by the specialists and its stability calculated by using the Kronbakh’s Alfa method 0.84.Researche questionnaire includes effective component in competency in five general axis, collects the data. Then with using 360 degree evaluation method, executed. For the data analysis me used descriptive statistic method and elicitation statistic (fact oral analysis, vilkakson and Friedman) that the results of the study as follows: 1.drawing the model of competency evaluation of faculty (main dimension of evaluation indexes of faculty competency’s).2.in the field of evaluation of current situation from the dimensions and competence skill parameters, ethical values, role, personal, favorable status exists. But in the performance and functional dimension and its subcomponents unfavorable status and lower than average level evaluated and the results of ranking of evaluation of dimensions of competency’s of faculty in order the most priority is related to skill dimension and the least priority is related functional and performance dimension.

Urban farms can have the potential to have a great impact on the stability of crowded cities. The purpose of the present study is discovering the effective design-based components in developing urban agriculture in the viewpoint of Tehran’s urban managers. It is assumed that the design-based development of urban agriculture improves economic conditions and also food security for Tehran’s citizens. A combination of qualitative and quantitative research methods were used in this research. In the qualitative section of the research, analysis of the influential factors was carried out. Then in order to assess the credibility of the obtained data and obtaining the opinions of the managers, the Delphi method was used. Afterwards, their opinions were gauged and categorized using Shannon’s Entropy. The statistical population in this study consisted of 71 city managers and the consultants on designing city spaces who had over 10 years of experience on the job. Quantitative analysis of the data was carried out using the SPSS 22 statistical software. The results showed that establishing and developing design-based urban farming could lead to elevated qualities of environment, food security and economic well-being more than any other factor.

Nowadays, one of the topics of interest to researchers is the authority of teachers, and fades it in universities. Look at the reality in the society and comparing with historical context motivates researchers to question why some of the professors at the university have less authority. For this purpose, this research is trying to focus on economic and demographic factors, to answer questions. The method used in this research is descriptive analysis using survey techniques and data collection tool is a questionnaire. The population consisted of professors of Kermanshah PNU in the academic year 2011-2012, total number of them is equal to 258. Due to the large size of the population, using the Lin sampling table sample size is 258, which for the study based on striated random sampling were selected. In the present study, face validity assessment method and construct validity based on factor analysis were used. To determine the reliability of the statements of each variable, Cronbach's alpha used. Results using SPSS21 and Amos21 statistical software were analyzed. Mean traditional authority equal to 13.57, then charisma authority13.54, and intellectual authority is 18.72. The dimensions compared with the average expected for above dimension respectively traditional authority 15, charisma authority 12, intellectual authority is 15. The results show that there is a significant relationship between relative deprivation and professor’s authority (r=-0.301), the use of mass media and professor’s authority (r=0.161), monthly income and professor’s authority (r=-0.153). In addition, the results of comparison show that average of the professor’s authority among the courses is different, and this difference based on f test is significant. The average professor’s authority, for people with different degrees is different. The results of Multiple regression indicate that the traditional authority (T=4.335), self-esteem (T =3.925), charismatic authority (T =3.788), and the relative deprivation (T =-2.287), total 0.42 from internal changes explain the value of professor’s authority variables. Furthermore, the results of structural equation shows that Chi square insignificant CMIN is equal to 211.143, square root index mean residual square or RMSEA is equal to 0.075, RMR index or residuals mean square root is equal to 0.098, the Chi-square to the degrees of freedom ratio CMIN.dF in model is 3.199, against the CFI comparative fit index 0.926, and comparative fit index thrifty PCFI, are equal to 0.671 Comparative and thrifty indicators for evaluating the overall model calculated that show collected data to support the theoretical model considered.

Generally, studied villages as regard to the Socioeconomic structure have not considerable development in comparison with their around structure due to functional area. Nowadays, regarding rural development, proceeding with economical analysis of geographical areas has a great position. Considering the applied investigations, upon increasing the knowledge and literacy and scientific and practical skills, tendency for employment in the traditional areas has been decreased and interest for employment in modern and service departments has been increased as you may see in the Iran’s villages. We may say there are new and not discovered opportunities in these areas. Timely discovering and operating these opportunities, and constituting new and competitive businesses and works can provide salient socioeconomic privileges for the villagers. The results of this research indicates that the most proper rural development strategy in the region, environmental development and planning which is the optimum and sufficient pattern towards achieving the rural sustainable development in the region.

Rural tourism is considered as one of the important parts of the economic activities. This important economic activity in the different views has been taken into consideration. Some know it as a part of the tourism market and some consider it as a policy for rural development. Rural tourism quickly grew in the rural economic and has been the complementary of agricultural activities. The nature of the tourism industry is, create employment, income, diversification, economic, increase of cultural level, community participation and use of local resources. Development of tourism in rural areas, in addition to diversifying the economy and developing its infrastructure, can be a step towards sustainable development in rural areas and social justice by creating jobs, and reverse migration. In general, supporting the village pristine tourist areas and rural tourism, cause to create different and good employment opportunities, increase of national income, the promotion of social welfare and the development of sustainable tourism in rural areas. Rural tourism through influence and effect on all aspects of rural life, leads to grow them both in terms of economic and socio-cultural. This study investigates the efficacy of wooden cottages in attraction of tourism in the city of Masal. A tourism model that has been used in this study, is taking advantage of Gibz- Martin method, the obtained results of the regression analysis of this study indicate that among the several factors of tourism attraction in this region, wooden cottages are known as one of the best resorts of tourism attraction. Studies are conducted in four villages of Masal that Hoome village with 200 wooden cottages and 5000 tourism with amount of 0.85 has the maximum amount of tourism in the region and also wooden cottages are known as a way to attract tourism in the region.