Search Results - subject:"Genetic algorithm"

Short Term Price Forecasting Using Adaptive Generalized Neuron Model

Singh, Nitin; Mohanty, S. R. - In: International Journal of Ambient Computing and … 9 (2018) 3, pp. 44-56

This article described how in the competitive deregulated electricity market forecasting has become one of the essential planning tool that assists the planners in preparing the power systems for future demands. The commercial success of the market players depends on their competitive bidding...

Persistent link: https://www.econbiz.de/10012042681

Missing Value Imputation Using ANN Optimized by Genetic Algorithm

Mishra, Anjana; Naik, Bighnaraj; Srichandan, Suresh Kumar - In: International Journal of Applied Industrial Engineering … 5 (2018) 2, pp. 41-57

is to handle missing data, using an evolutionary (genetic) algorithm including some relatively simple methodologies that … can often yield reasonable results. The proposed method uses genetic algorithm and multi-layer perceptron (MLP) for …

Persistent link: https://www.econbiz.de/10012042879

A Hybrid GA-LDA Scheme for Feature Selection in Content-Based Image Retrieval

Belattar, Khadidja; Mostefai, Sihem; Draa, Amer - In: International Journal of Applied Metaheuristic … 9 (2018) 2, pp. 48-71

hybridization between Genetic Algorithm (GA) and the Linear Discriminant Analysis (LDA) for solving the feature selection problem in …

Persistent link: https://www.econbiz.de/10012042966

A Decision Model Based on a GRASP Genetic Algorithm for Solving the Vehicle Routing Problem

Yahyaoui, Hiba; Krichen, Saoussen; Dekdouk, Abdelkader - In: International Journal of Applied Metaheuristic … 9 (2018) 2, pp. 72-90

In this paper, the authors address a delivery process with time requirements in the supply chain, stated as follows: orders launched from customers are centralized and assigned to firms' depots for the delivery process. The consideration of a depot and a set of customers belonging to different...

Persistent link: https://www.econbiz.de/10012042967

Multilevel Thresholding for Image Segmentation Based on Cellular Metaheuristics

Bouteldja, Mohamed Abdou; Baadeche, Mohamed; Batouche, … - In: International Journal of Applied Metaheuristic … 9 (2018) 4, pp. 1-32

cellular genetic algorithm (CGA), cellular particle swarm optimization (CPSO) and cellular differential evolution (CDE) are …

Persistent link: https://www.econbiz.de/10012042973

Cost Effective Approaches for Content Placement in Cloud CDN Using Dynamic Content Delivery Model

Balasundaram, S.R.; Banu, S. Sajitha - In: International Journal of Cloud Applications and … 8 (2018) 3, pp. 78-117

Cloud providers give storage access and efficient content placement and delivery services to content providers by optimizing cloud-based content delivery. The cost-efficient model should not only consider the content delivery cost but also the storage cost associated with the cloud network. In...

Persistent link: https://www.econbiz.de/10012043404

An Improved Genetic Algorithm for Document Clustering on the Cloud

Akter, Ruksana; Chung, Yoojin - In: International Journal of Cloud Applications and … 8 (2018) 4, pp. 20-28

This article presents a modified genetic algorithm for text document clustering on the cloud. Traditional approaches of … algorithm as done in the traditional approaches, this article partitions the population and runs a genetic algorithm on each of … local minima, and find better solutions than the traditional approaches. Moreover, instead of running only one genetic …

Persistent link: https://www.econbiz.de/10012043406

A Hybrid Approach for Shape Retrieval Using Genetic Algorithms and Approximate Distance

Mezzoudj, Saliha; Melkemi, Kamal Eddine - In: International Journal of Computer Vision and Image … 8 (2018) 1, pp. 75-91

is called HybMAS-GA using a multi-agent system (MAS) and a genetic algorithm (GA). They define a new distance called …

Persistent link: https://www.econbiz.de/10012043847

A Comparative Study on Maximum Power Point Tracking Techniques of Photovoltaic Systems

Badis, Afef; Boujmil, Mohamed Habib; Mansouri, Mohamed Nejib - In: International Journal of Energy Optimization and … 7 (2018) 1, pp. 66-85

(PSO) and Genetic Algorithm (GA) are simulated and compared to the conventional methods (Perturb & Observe) under the same …

Persistent link: https://www.econbiz.de/10012044577

A Rule Based Classification for Vegetable Production Using Rough Set and Genetic Algorithm

Rathi, R.; Acharjya, Debi Prasanna - In: International Journal of Fuzzy System Applications (IJFSA) 7 (2018) 1, pp. 74-100

This article describes how agriculture is the main occupation of India, and how the economy depends on agricultural production. Most of the land in India is dedicated to agriculture and people depend on the production of agricultural products. Therefore, forecasting the accuracy of future events...

Persistent link: https://www.econbiz.de/10012044848