Search Results - subject:"Genetic algorithm"

A Survey to Nature Inspired Soft Computing

Kumar, Deepak; Kumar, Sushil; Bansal, Rohit; Singla, Parveen - In: International Journal of Information System Modeling … 8 (2017) 2, pp. 112-133

This article describes how swarm intelligence (SI) and bio-inspired techniques shape in-vogue topics in the advancements of the latest algorithms. These algorithms can work on the basis of SI, using physical, chemical and biological frameworks. The authors can name these algorithms as SI-based,...

Persistent link: https://www.econbiz.de/10012045648

PID Control Algorithm Based on Genetic Algorithm and its Application in Electric Cylinder Control

Zhang, Geng; Gong, Xiansheng; Chen, Xirui - In: International Journal of Information Technology and Web … 12 (2017) 3, pp. 51-61

important. Genetic algorithm provides a new way to optimize the parameters of PID. It uses simple coding techniques and …, the global optimization of genetic algorithm is used to optimize the parameters of PID, which can improve the performance … PID controller based on genetic algorithm is used to control the system. The simulation results verify the effectiveness …

Persistent link: https://www.econbiz.de/10012046101

Agents Oriented Genetic-K-Means (AOGK) System for Plagiarism Detection

Bouarara, Hadj Ahmed; Bouarara, Yasmin - In: International Journal of Operations Research and … 8 (2017) 1, pp. 22-39

In the last decade, the plagiarism phenomenon has widely spread and become a topical problem in the modern scientific world, caused by the wide availability of electronic documents online and offline. This work will be devoted to describe a new plagiarism detection system named AOGK « Agents...

Persistent link: https://www.econbiz.de/10012046924

Software Defect Prediction Using Genetic Programming and Neural Networks

Akour, Mohammed; Melhem, Wasen Yahya - In: International Journal of Open Source Software and … 8 (2017) 4, pp. 32-51

This article describes how classification methods on software defect prediction is widely researched due to the need to increase the software quality and decrease testing efforts. However, findings of past researches done on this issue has not shown any classifier which proves to be superior to...

Persistent link: https://www.econbiz.de/10012046984

An Optimal Routing Algorithm for Internet of Things Enabling Technologies

Dhumane, Amol V.; Prasad, Rajesh S.; Prasad, Jayashree R. - In: International Journal of Rough Sets and Data Analysis … 4 (2017) 3, pp. 1-16

sensor nodes are determined. At second stage, an optimal path will be selected by using the Genetic Algorithm (GA). The … genetic algorithm is based on the energy cost at cluster head, trust level at sensor nodes and path length. The resultant …

Persistent link: https://www.econbiz.de/10012047382

Tribology of Electroless Ni-P Coating Under Lubricated Condition: An RSM and GA Approach

Sahoo, Prasanta; Mukhopadhyay, Arkadeb; Duari, Santanu; … - In: International Journal of Surface Engineering and … 5 (2017) 1, pp. 37-57

depth and coefficient of friction is conducted using genetic algorithm. …

Persistent link: https://www.econbiz.de/10012047615

Reconstruction of Electrical Impedance Tomography Using Fish School Search, Non-Blind Search, and Genetic Algorithm

Barbosa, Valter A. F.; Ribeiro, Reiga R.; Feitosa, … - In: International Journal of Swarm Intelligence Research (IJSIR) 8 (2017) 2, pp. 17-33

Electrical Impedance Tomography (EIT) is a noninvasive imaging technique that does not use ionizing radiation, with application both in environmental sciences and in health. Image reconstruction is performed by solving an inverse problem and ill-posed. Evolutionary Computation and Swarm...

Persistent link: https://www.econbiz.de/10012047846

The AFSA-GA Algorithm for the Quay Crane Scheduling Problem of the Loading and Unloading Operations

Liu, Yi; Shahbazzade, Sabina; Wang, Jian - In: International Journal of Software Science and … 9 (2017) 3, pp. 59-71

In order to improve the efficiency of container terminals, eliminate the empty quay cranes movements, the simultaneous loading and unloading operations in same ship-bay is advanced. The AFSA-GA algorithm is proposed to solve the mixed integer programming model of the dual-cycle operation, which...

Persistent link: https://www.econbiz.de/10012048047

A Hybrid Approach Based on Genetic Algorithm and Particle Swarm Optimization to Improve Neural Network Classification

Hewahi, Nabil M.; Abu Hamra, Enas - In: Journal of Information Technology Research (JITR) 10 (2017) 3, pp. 48-68

optimization algorithm (PSO) and genetic algorithm (GA), to increase the classification accuracy of ANN. The proposed approach …

Persistent link: https://www.econbiz.de/10012049139

A Taxonomy of electricity demand forecasting techniques and a selection strategy

Maniatis, Paraschos - 2017

In this research, a taxonomy of known electricity demand forecasting techniques is presented based on extensive empirical studies. In addition, a decision strategy for selecting an electricity demand forecasting method has been presented. The strategy has been formulated based on an eight-factor...

Persistent link: https://www.econbiz.de/10011622090