نتایج جستجو برای: mopso nsga

تعداد نتایج: 2497  

Journal: :Chinese Journal of Systems Engineering and Electronics 2021

In a typical discrete manufacturing process, new type of reconfigurable production line is introduced, which aims to help small- and mid-size enterprises improve machine utilization reduce cost. order effectively handle the scheduling problem for system, an improved multi-objective particle swarm optimization algorithm based on Brownian motion (MOPSO-BM) proposed. Since existing MOPSO algorithm...

Journal: :IEEE Access 2022

This paper proposes a novel multi-objective ant colony system (MOACS) approach to solve the cooperative task allocation problem of multi-robot systems. The is formulated as multiple traveling salesman (MTSP). objectives are minimize total and maximum cost robotic vehicles so that workload each vehicle could be balanced. time matrices salesmen different asymmetric due flight speeds executing tas...

ژورنال: :نشریه علمی-پژوهشی تحقیقات مالی 2014
مهسا رجبی حمید خالوزاده

با وجود استفادۀ روزافزون از الگوریتم­های بهینه­سازی تکاملی چندهدفه در شاخه­های مختلف علوم، به‎کاربردن آنها به‎عنوان ابزار بسیار قدرتمند در زمینۀ بهینه­سازی سبد سرمایه، به‎ویژه حل مسئلۀ چندهدفه، همچنان در مراحل اولیۀ پژوهش است. در این مقاله، از الگوریتم‎های تکاملی چندهدفه برای حل مسئلۀ بهینه­سازی چندهدفۀ سبد سرمایه در بورس اوراق بهادار تهران استفاده شده است. برای این منظور، دو روش مهم و پرکاربرد...

Journal: :Journal of Marine Science and Engineering 2021

The accurate classification of reservoir recovery factor is dampened by irregularities such as noisy and high-dimensional features associated with the measurements or characterization. These irregularities, especially a larger number features, make it difficult to perform factor, generated are usually heterogeneous. Consequently, imperative select relevant while preserving amplifying accuracy. ...

Journal: :International Journal of Advances in Applied Sciences 2022

<span>Worldwide, the COVID-19 widespread has significant impact on a great number of people. The hospital admittance issue for patients with been optimized by previous research. Identifying symptoms that can be used to determine patient's health status, whether they are dead or alive it is difficult task medical professionals. To solve this issue, multi-objective group counselling optimiz...

Journal: :Journal of Industrial and Management Optimization 2022

<p style='text-indent:20px;'>The shortage of relief vehicles capacity is a common issue throughout disastrous situations due to the abundance injured people who need urgent medical aid. Hence, ambulances fleet management highly important save as many individuals possible. In this regard, present paper defines different patient groups based on their needs and characteristics. order provide...

Journal: :Ksce Journal of Civil Engineering 2022

Due to limited financial resources and high costs of infrastructure projects, project stakeholders seek gain maximum profits with optimal resource utilization as well cost time minimization. Therefore, this study presents a multi-mode resource-constrained scheduling model considering the uncertain parameters together goals maximizing net present value minimizing usage fluctuation. Also, assumpt...

Mathematical programming and artificial intelligence (AI) methods are known as the most effective and applicable procedures to form manufacturing cells in designing a cellular manufacturing system (CMS). In this paper, a bi-objective programming model is presented to consider the cell formation problem that is solved by a proposed multi-objective particle swarm optimization (MOPSO). The model c...

Journal: :Mathematics 2023

This study presents a multi-objective optimization approach for designing hybrid renewable energy systems electric vehicle (EV) charging stations that considers both economic and reliability factors as well seasonal variations in production consumption. Four algorithms, MOPSO, NSGA-II, NSGA-III, MOEA/D, were evaluated terms of their convergence, diversity, efficiency, robustness. Unlike previou...

Journal: :Eurasip Journal on Wireless Communications and Networking 2022

Abstract The integration of Internet Things devices onto the Blockchain implies an increase in transactions that occur on Blockchain, thus increasing storage requirements. A solution approach is to leverage cloud resources for storing blocks within chain. paper, therefore, proposes two solutions this problem. first being improved hybrid architecture design which uses containerization create a s...

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