Sharif Digital Repository

Structure identification is one of the most significant steps in Fuzzy modeling of a complex system. Efficient structure identification requires good approximation of the effective input data. Misclassification of effective input data can highly degrade the efficiency of the inference of the fuzzy model. In this paper we present a modification to Sugeno-Yasukawa modeler to improve structure identification by increasing the accuracy of effective input data detection. There exist some intermediate models in the Sugeno-Yasukawa modeling process which a combination of them will result in the final fuzzy model of the system. In the original modeling process parameter identification is only done... 

In the framework of a household’s collective decision processes, this study presents a structural empirical model to test the hypothesis that child labour is compelled by household’s poverty and parent’s bargaining power against one another. To this end, a measure for mother’s intra-household bargaining power is developed. I use Iranian Household’s Income and Expenditures Surveys (2005 and 2010). Estimation method used in this study is multinomial logit. Findings indicate that household’s poverty is not the sole cause of child’s work incidence. Instead, given the other factors such as poverty, being the first born, local labour market prospect and gender fixed, mother’s bargaining power is... 

In this research, a permutation flowshop sequence-dependent group scheduling problem with minimisation of total completion time is considered. Since the problem is shown to be strongly NP-hard, a hybrid genetic (HG) algorithm is proposed. The only available lower bounding (LB) method for the proposed research problem in the literature based on branch and price (B&P) algorithm is also enhanced by proposing efficient method to solve sub-problems and proposing a better branching rule. A statistical comparison shows that both the proposed HG algorithm and the proposed LB have better performance than the other methods from the literature with an average 5.96% percentage gap. [Received 13 December... 

In this research, the flexible flowshop sequence-dependent group scheduling problem with minimisation of makespan as the criterion (FFm|fmls, shgi|Cmax) is investigated. A mixed integer linear mathematical model for the research problem is developed. Since the research problem is shown to be NP-hard, a meta-heuristic algorithm based on memetic algorithm (MA) is developed to efficiently solve the problem. Also, a lower bounding technique based on the developed mathematical model is proposed to evaluate the quality of the proposed MA. The performance of the proposed MA is compared with the existing algorithm in the literature, i.e. tabu search (TS), by solving the available test problems in... 

This paper provides an empirical investigation on the individual labor supply of Iranian spouses in an intra-household collective decision framework in which gender ratio and divorce rate play a central role for resource allocation of household. The dataset is taken from the Households’ Expenditures Survey (2008) and the Annual Statistical Yearbook (2008) of Iran. I have conducted the parameters estimation and hypothesis testing using switching regression technique to catch the presence of the widespread non-participation of spouses across Iranian households. Reduced forms of labor supply are estimated considering the endogeneity of wage rates. The findings show that the unitary model of...