Keywords = genetic algorithm
Number of Articles: 24
Managing the Excess Floodwaters in the Lake Hemrin Using Remote Sensing and GIS Techniques
Volume 40, Issue 5 , May 2022, , Page 779-791
Abstract
Lake Hemrin is located in the middle east of Iraq, about 50 km from the Iraqi-Iranian border. The lake is the main fish source and provides water for nearby farms. However, due to various ... Read More ...A Simplified Recurrent Neural Network Trained by Gbest-Guided Gravitational Search Algorithm to Control Nonlinear Systems
Volume 36, 12A , December 2018, , Page 1290-1301
Abstract
This paper presents a feedback control strategy using a Simplified Recurrent Neural Network (SRNN) for nonlinear dynamical systems. As an enhancement for a previously reported modified ... Read More ...Applying Modern Optimization Techniques for Prediction Reaction Kinetics of Iraqi Heavy Naphtha Hydrodesulferization
Volume 36, 11A , November 2018, , Page 1171-1175
Abstract
In this study, a powerful modern optimization techniques such as Genetic Algorithm (GA), Particle Swarm Optimization (PSO) and Artificial neural network (ANN) were applied to estimate ... Read More ...Optimal Reconfiguration and Distributed Generation placement in Baghdad Distribution Sector
Volume 36, 3A , March 2018, , Page 333-343
Abstract
The power losses in distribution system are high, which form 70 – 80% of total transmission and distribution losses. High losses have severe impact on stability, reliability as ... Read More ...Exploring the Effect of Dimensional Tolerance of the Inserts During Multi-Objective Optimization of Face Hard Milling Using Genetic Algorithm
Volume 35, 4A , April 2017, , Page 381-390
Abstract
Surface roughness and dimensional deviation are critical quality dimensions of machined products and several machining parameters including tool insert dimensional tolerance affect ... Read More ...Design a System to Estimate the Road Construction Project Preliminary Equipment Requirements in the Design Stage
Volume 34, 13A , December 2016, , Page 554-565
Abstract
Road construction projects in Iraq require a developmental study of the planning process toward building computerized management systems. In this thesis, a management system has been ... Read More ...Simulation Model of Al-Dura Electro-station Plant of 160 MW with Genetic Algorithm Method
Volume 34, 11A , November 2016, , Page 1928-1943
Abstract
In the present paper, a thermodynamic analysis of Al-Dura, Baghdad station type (K– 160–13.34–0.0068), power plant has been carried out. The power plant system was ... Read More ...Face Retrieval Using Image Moments and Genetic Algorithm
Volume 34, 1B , January 2016, , Page 160-171
Abstract
Content-based image retrieval has been developed in numerous fields. This provides more active management and retrieval of images than the keyword-based method. So the content based ... Read More ...Enhancing the Stability Performance of Iraqi National Super Grid System by Using UPFC Devices Based on Genetic Algorithm
Volume 31, Issue 10 , July 2013, , Page 1837-1853
Abstract
The object of this work is to improve the stability of the Iraqi National Super Grid System (INSGS) by installing Unified Power Flow Controller (UPFC) devices in different optimal locations ... Read More ...Multi-Stages for Tuning Fuzzy Logic Controller (FLC) Using Genetic Algorithm (GA)
Volume 31, A 6 , June 2013, , Page 1166-1181
Abstract
In this paper, a study on tuning of fuzzy logic controller (FLC) using genetic algorithm (GA) for controlling an armature controlled DC motor as an example of linear plant and for controlling ... Read More ...Optimization of Al-Doura Catalytic Naphtha Reforming Process Using Genetic Algorithm
Volume 31, 7A , June 2013, , Page 1276-1296
Abstract
Optimization of Al-Doura catalytic naphtha reforming process was done using genetic algorithm. The objective of optimization is maximization yield of the aromatics in order to increase ... Read More ...Genetic Based Method for Mining Association Rules
Volume 31, 3B , March 2013, , Page 325-331
Abstract
In this paper genetic based method proposed for mining association rule, the benefit of this method it mining association rule in one step and it does not require the user-specified ... Read More ...Particle Swarm Optimization and Genetic Algorithm for Tuning PID Controller of Synchronous Generator AVR System
Volume 29, Issue 16 , December 2011, , Page 3256-3270
Abstract
Proportional Integral Derivative (PID) controllers are widely used inmany fields because they are simple and effective. Tuning of the PIDcontroller parameters is not easy and does not ... Read More ...Particle Swarm Optimization for Total Operating Cost Minimization in Electrical Power System
Volume 29, Issue 12 , September 2011, , Page 2539-2550
Abstract
This paper presents solution of economic dispatch problem via a particle swarm optimization algorithm (PSO). The objective is to minimize the total generation fuel cost and keep the ... Read More ...An Efficient Approach Combining Genetic Algorithm and Neural Networks for Eigen Value Grads Method (EGM) In Wireless Mobile Communications
Volume 29, Issue 13 , September 2011, , Page 2590-2600
Abstract
The objective of this paper is combining Genetic Algorithm and Principal Component Analysis (PCA) neural network for Eigenvalue Grads Method (EGM) to estimate the number of sources ... Read More ...Hybrid Simple Genetic Algorithm (HSGA) and the Effect of using Fitness Functions for Layout Problem
Volume 29, Issue 6 , April 2011, , Page 1166-1175
Abstract
In this research there is a wide study about Hybrid Genetic algorithm was presented in addition to Varity in fitness functions and there are effect on used algorithm. Results occur ... Read More ...Optimum Design of Composite Laminated Plate Using Genetic Algorithm and RSM
Volume 29, Issue 5 , March 2011, , Page 1002-1020
Abstract
The paper is focused on the application of the response surface method (RSM) in structural optimization. Applications of the response surface method in the design of composite laminated ... Read More ...Optimal Size and Location of Distributed Generators using Intelligent Techniques
Volume 28, Issue 23 , November 2010, , Page 6623-6633
Abstract
One of the modern and important techniques in electrical distributionsystems is to solve the networks problem of service availability, high loss and low voltage stability by accommodating ... Read More ...Improving the Accuracy of Static Relative GPS Positioning using Genetic Algorithm
Volume 28, Issue 21 , October 2010, , Page 6306-6314
Abstract
Over the years, the Global Positioning System (GPS) has evolved to become an important navigational and positional system and is widely used across the world. The system promises high ... Read More ...A Proposed Genetic Algorithm for Multicast Routing
Volume 28, Issue 15 , July 2010, , Page 4992-4999
Abstract
Many Internet applications (such as video conferences) are one-to-manyor many-to-many, where one or multiple sources are sending to multiple receivers. These applications need certain ... Read More ...Integrating Neural Network With Genetic Algorithms For The Classification Plant Disease
Volume 28, Issue 4 , February 2010, , Page 686-701
Abstract
In this work Aِِrtificial Neural Network (ANN) is used as a classifier capable ofrecognizing the most important features of the plant disease, with minimum errorvalue. Genetic algorithm ... Read More ...Chattering Attenuation of Sliding Mode Controller Using Genetic Algorithm and Fuzzy Logic Techniques
Volume 27, Issue 14 , October 2009, , Page 2595-2610
Abstract
Sliding Mode Controller design provides a systematic approach to theproblem of maintaining stability and consistent performance in the face of modeling imprecision. The major drawback ... Read More ...High Resolution Direction-of-Arrival Estimation Using Genetic Algorithm
Volume 27, Issue 9 , June 2009, , Page 1746-1754
Abstract
This paper presents an application of a performance analysis of a genetic algorithm GA developed for extraction of the directions of arrival DOA of several signals impinging on uniform ... Read More ...Study of The Optimization Condition Of Batch Sterilization Using Genetic Algorithm
Volume 27, Issue 6 , April 2009, , Page 1083-1092