Search published articles


Showing 4 results for Fuzzy Method


Volume 11, Issue 3 (12-2021)
Abstract

This study aimed to solve the problem of human resource allocation in an integrated and optimal way under normal and critical conditions using a new integrated metaheuristic-fuzzy method. The solution method has included a mathematical model of the allocation problem, a combination of the GWO metaheuristic algorithm, and the Sugeno fuzzy inference model. In this research, Sugeno fuzzy inference model has been used in the task rate adjustment layer to add the ability to self-regulating the parameters to the optimization algorithm. After the preparation of the newly developed algorithm, the problem of human resource allocation before and after the crisis and the time of the crisis has been solved with this solution algorithm through the data of previous prominent researches. Comparison of the results of this study with the results of the top 5 methods in previous studies (SGA, PRS, SRS, MIP, HM) based on three methods of evaluating the quality of solutions (GA-FSGS, MP-FSGS, GA-SGS) showed that the increase of Ω from 15000 It has improved the HM and SGA values ​​to 25,000 compared to previous studies in the B100 and B200 datasets. It was also found that the proposed method has better results and higher solution quality compared to the previous solution methods and the quality of their solutions.

Behrooz Rahmani, Amin Moosaie, Ahmad Mansourian Tabaei,
Volume 15, Issue 4 (6-2015)
Abstract

In this paper, a method for distributed control of nonlinear Burger’s equation is proposed. In this method, first the nonlinear partial differential equation governing the system is transformed into two linear partial differential equations using the Takagi-Sugeno linearization; such that their fuzzy composition exactly recovers the original nonlinear equation. This is done to alleviate the aliasing phenomenon occuring in nonlinear equations. Then, each of the two linear equations is converted to a set of ordinary differential equations using the fast Fourier transform (FFT). Thus, the combination of Takagi-Sugeno method and FFT technique leads to two ordinary differential equation for each grid point. For the stabilization of the dynamics of each grid point, the use is made of the parallel distributed compensation method. The stability of the proposed control method is proved using the second Lyapunov theorem for fuzzy systems. In order to solve the nonlinear burger equation, a combination of FFT and finite difference methodologies is implemented for the . Simulation studies show the performance of the proposed method, for example the smaller settling time and overshoot and relatively robustness with respect to the measurement noises.
Ali Ravari, Mehdi Tale Masouleh,
Volume 16, Issue 4 (6-2016)
Abstract

This article presents the mechanical design process of a mobile robot which is named TL-PR. Two separate algorithms are applied for obstacle avoidance purpose which are experimentally implemented on the proposed robot. The control board Arduino which is used for the under study robot is an open source board. In order to receive the images which are used for obstacle detecting and obstacle avoidance a Kinect sensor is installed in the proposed robot. The structure of TL-PR is a creative, simple and low cost structure. Two methods are used for obstacle avoidance which are implemented on the proposed robot. The first one is based on ultrasonic sensor. Five ultrasonic sensors are set around the proposed robot structure. The fuzzy control is used to manage the output data of the ultrasonic sensors and the rules of the fuzzy control are set on the MATLAB software. The second method which is used for obstacle detection and avoidance is based on image processing algorithm. A Kinect sensor is set on the top of the robot structure which is used for image processing for detecting the obstacles. The second method consists in processing the Visual Studio software and it run based on the OpenCV library. The proposed robot is a desirable platform for the @home robots. The laptop which is set on the robot made the robot compatible for implementing the various control and image processing algorithms.

Volume 23, Issue 3 (8-2023)
Abstract

The findings of the studies by the International Labor Organization and the International Organization for Migration (2022) show that all over the world, more than forty million people are victims of modern slavery. On the other hand, studies of the Global Slavery Index (2016) show that there are more than 495,000 "modern slaves" in Iran. The emergence of such a damage is a stimulus to investigate and study this phenomenon and its determinants by calculating the vulnerability indicators for Iran.
Considering that there is no effective quantitative index in the field of improving the condition of slaves in Iran, the general goal of this research is to estimate a fuzzy index that includes the dimensions of vulnerability of slaves between 1996 and 2018.
We investigate the slavery situation in four dimensions: 1) Political and civil support; 2) Economic, social and health rights; 3) personal security and 4) Refugees and Conflict. The findings of this research show that the above-mentioned index has a downward trend during period under study.
Introduction
Slavery is any type of system in which the principles of property rights apply to humans and allow people (slaves) to be bought, sold, or owned by others like property. Over the years, this concept has been objectified in various situations such as labor, military, pre-service, etc. The life of a slave, with all its difficulties and hardships, is not the end of his personal life, in the sense of losing all the opportunities of a normal life; because it is possible for a slave to free himself. A slave soldier can be promoted to a senior military rank, or even a slave can become an important person in society. However, in the 15th century, the "Atlantic slave trade" destroyed this possibility. In such a way that over 400 years, 12 million Africans were transported as slaves to European and American colonies and did not have the possibility to return to a normal life. Even if they were freed from slavery, they were still deprived of some rights. Until the end of the 18th century and the beginning of the 19th century, efforts were made to dismantle the system of slavery and the slave trade, and this issue was banned in most countries.
Considering that there is no effective quantitative index in the field of improving the condition of slaves, the general goal of this research is to estimate a multidimensional index that includes the dimensions of vulnerability and the number of slaves. In other words, the main goal of this research is to calculate an index in the field of the status of slaves, separated by gender and province. The existence of this index helps policy makers to organize their actions in the field of slaves' vulnerability.
Methodology
In this section, using an analytical-descriptive method, variables in four groups 1. Political and civil support; 2. Economic, social and health rights; 3. personal security and 4. war and asylum are categorized and, the vulnerability index of slaves will be estimated using the theory of fuzzy sets over the years. To calculate the fuzzy index of each of the aforementioned dimensions of the vulnerability index of slaves, it is necessary to consider variables for each of these dimensions.
The indexing method for the vulnerability of slaves is three-step, so that first, a fuzzy index will be created for each of the above-mentioned dimensions using the fuzzy method. In the second stage, by combining two political and civil indicators, its fuzzy index is made, and for the economic and social dimensions, the corresponding fuzzy index is obtained.
Results and Discussion
Using the aforementioned data, the system was simulated with a fuzzy approach, and the vulnerability index of slaves was obtained by separating urban and rural areas and by gender, as described in the following diagram:

According to the above graph, it is clear that the trend of slavery in the country is decreasing and it has experienced a total decrease of 50%. Having said that, the conditions of the villagers are more difficult than the urban dwellers, and girls have experienced more vulnerability. However, in urban areas, the trend of slaves for boys and girls has been the same.
Conclusion
Paying attention to the vulnerability of modern slavery requires the creation of appropriate platforms and contexts in economic, social and cultural dimensions in the regions of the country, and increasing the role and function of people in different economic-social types also creates platforms for development. Therefore, it is necessary to review the definitions related to development programs from the perspective of anti-slavery and to formulate and apply different levels of programs according to the characteristics and conditions of boys and girls in urban and rural areas. Therefore, according to the results of this research, it is suggested that the key policy priorities to reduce or eliminate forced labor and forced marriage should be changed and formulated in such a way that the rights and freedom of workers to determine wages and choose workplaces are recognized, and policies should be fair and anti-discriminatory in hiring workers
 

Page 1 from 1