نتایج جستجو برای: particle swarm optimization algorithm genetic algorithm

تعداد نتایج: 1665559  

Journal: :مرتع و آبخیزداری 0
صادق صادقی طبس دانشجوی کارشناسی ارشد مهندسی منابع آب، دانشکدة کشاورزی، دانشگاه بیرجند محسن پوررضا بیلندی استادیار گروه مهندسی آب، دانشکدة کشاورزی، دانشگاه بیرجند

rainfall-runoff modeling is most important component in the water resource management of river basins. the successful application of a conceptual rainfall-runoff model depends on how well it is calibrated. the degree of difficulty in solving the global optimization method is generally dependent on the dimensionality of the model and certain of the characteristics of object function. the purpose...

پایان نامه :وزارت علوم، تحقیقات و فناوری - دانشگاه شهید باهنر کرمان - دانشکده مهندسی 1392

در این تحقیق از روش دسته بندی گروهی داده ها (gmdh) جهت تخمین عمق آبشستگی اطراف سازه های هیدرولیکی مورد مطالعه شامل دیواره های جانبی پل، خطوط انتقال سیال و پایه پل می باشند. شبکه gmdh توسط الگوریتم های انتشار برگشتی(back propagation)، لونبرگ-مارکوئت(levenberg-marquardt)، برنامه ریزی ژنتیک(genetic programming)، جامعه پرندگان (particle swarm optimization) و جستجوی گرانشی (gravitational search algo...

A new hybrid algorithm of Particle Swarm Optimization and Genetic Algorithm (PSOGA) is presented to get the optimum design of truss structures with discrete design variables. The objective function chosen in this paper is the total weight of the truss structure, which depends on upper and lower bounds in the form of stress and displacement limits. The Particle Swarm Optimization basically model...

This contribution deals with an optimal design of a brushless DC motor, using optimization algorithms, based on collective intelligence. For this purpose, the case study motor is perfectly explained and its significant specifications are obtained as functions of the motor geometric parameters. In fact, the geometric parameters of the motor are considered as optimization variables. Then, the obj...

In this paper, a (photovoltaic-wind-battery) hybrid system is designed to provide a network-independent pattern. The purpose of this paper is to provide the necessary energy and minimize production total costs over the life of the system. By using a new algorithm called "particle swarm optimization algorithm with constriction factor", which has advantages like high convergence speed, the optima...

Ahmed F . Ali Mohamed A. Tawhid Walaa H. El-Ashmawi

Formation of effective teams of experts has played a crucial role in successful projects especially in social networks. In this paper, a new particle swarm optimization (PSO) algorithm is proposed for solving a team formation optimization problem by minimizing the communication cost among experts. The proposed algorithm is called by improved particle optimization with new swap operator (IPSONSO...

Journal: :journal of operation and automation in power engineering 2007
h. shayeghi a. ghasemi

flexible ac transmission systems (facts) controllers with its ability to directly control the power flow can offer great opportunities in modern power system, allowing better and safer operation of transmission network. in this paper, in order to find type, size and location of facts devices in a power system a dedicated improved particle swarm optimization (dipso) algorithm is developed for de...

L.J. Li, S.K. Zeng,

Based on introducing two optimization algorithms, group search optimization (GSO) algorithm and particle swarm optimization (PSO) algorithm, a new hybrid optimization algorithm which named particle swarm-group search optimization (PS-GSO) algorithm is presented and its application to optimal structural design is analyzed. The PS-GSO is used to investigate the spatial truss structures with discr...

Journal: :amirkabir international journal of electrical & electronics engineering 2014
b. farhadi s.h. shahalami e. fallah choolabi

in this paper, a new approach is proposed for the optimum design of single-phase induction motor. by using the classical design equations and the evolutionary algorithms such as genetic algorithms (ga), particle swarm optimization (pso) and modified particle swarm optimization (mpso), a single phase induction motor (spim) was designed with the maximum efficiency. the finite element method (fem)...

Journal: :journal of artificial intelligence and data mining 0
b. safaee school of electrical engineering, iran university of science and technology, tehran, iran. s. k. kamaleddin mousavi mashhadi school of electrical engineering, iran university of science and technology, tehran, iran.

quad rotor is a renowned underactuated unmanned aerial vehicle (uav) with widespread military and civilian applications. despite its simple structure, the vehicle suffers from inherent instability. therefore, control designers always face formidable challenge in stabilization and control goal. in this paper fuzzy membership functions of the quad rotor’s fuzzy controllers are optimized using nat...

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