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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

Missing value arises in almost all serious statistical analyses and creates numerous problems in processing data in databases. In real world applications, information may be missing due to instrumental errors, optional fields and non-response to some questions in surveys, data entry errors, etc....

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

Optimization of Small Wind Turbines using Genetic Algorithms

Hamdan, Mohammad; Abderrazzaq, Mohammad Hassan - In: International Journal of Applied Metaheuristic … 7 (2016) 4, pp. 50-65

This paper presents a detailed optimization analysis of tower height and rotor diameter for a wide range of small wind … turbines using Genetic Algorithm (GA). In comparison with classical, calculus-based optimization techniques, the GA approach is … known by its reasonable flexibilities and capability to solve complex optimization problems. Here, the values of rotor …

Persistent link: https://www.econbiz.de/10012042938

Empirical Evaluation of Hill Climbing Algorithm

Khari, Manju; Kumar, Prabhat - In: International Journal of Applied Metaheuristic … 8 (2017) 4, pp. 27-40

verified on the basis of three parameters comprising of optimized test cases, time is taken during the optimization process …, and the percentage of optimization achieved. The results suggest that proposed Stochastic HCA is significantly average … percentage better than Steepest Ascent HCA in reducing the number of test cases in order to accomplish the optimization target. …

Persistent link: https://www.econbiz.de/10012042952

Optimization of Clustering in Wireless Sensor Networks Using Genetic Algorithm

Parwekar, Pritee; Rodda, Sireesha - In: International Journal of Applied Metaheuristic … 8 (2017) 4, pp. 84-98

network with energy consumption. This paper proposes optimization of clustering using genetic algorithm which will help to …

Persistent link: https://www.econbiz.de/10012042955

A Hybrid GSA-K-Mean Classifier Algorithm to Predict Diabetes Mellitus

Mishra, Brojo Kishore; Priyadarshini, Rojalina; Barik, … - In: International Journal of Applied Metaheuristic … 8 (2017) 4, pp. 99-112

-means algorithm and Gravitational search algorithm (GSA). GSA has been used as an optimization tool which will compute the best …

Persistent link: https://www.econbiz.de/10012042956

Comparative Study Between Two Swarm Intelligence Automatic Text Summaries: Social Spiders vs Social Bees

Boudia, Mohamed Amine; Hamou, Reda Mohamed; Amine, … - In: International Journal of Applied Metaheuristic … 9 (2018) 1, pp. 15-39

optimization use the bio-inspired approach to performs the results of the previous step. Its objective function of the optimization …, minimize the sum of scores in order to increase the summarization rate; this optimization also will give a candidate's summary … summary from all candidates summaries generated by optimization layer, the authors opted for the technique of voting with a …

Persistent link: https://www.econbiz.de/10012042959

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

RAID 60 Storage Reliability and Cost Optimization Using Weibull Distribution and Cuckoo Search Algorithm with Lévy Flights

Zineddine, Mhamed; Akaaboune, Adel - In: International Journal of Applied Metaheuristic … 9 (2018) 3, pp. 13-39

This article describes how in this digital age, storage devices have been permitting the design of systems with the capacity to handle massive amount of diverse types of data. Real-time storage devices have been using complex architectures to accommodate the exponential increase of generated...

Persistent link: https://www.econbiz.de/10012042969

Community Structure Detection Using Firefly Algorithm

Jaradat, Ameera Saleh; Hamad, Safa'a Bani - In: International Journal of Applied Metaheuristic … 9 (2018) 4, pp. 52-70

Firefly algorithm is used as an optimization algorithm to solve the community detection problem by maximizing the modularity …

Persistent link: https://www.econbiz.de/10012042975

The Optimal Checkpoint Interval for the Long-Running Application

Zhai, Yongning; Li, Weiwei - In: International Journal of Advanced Pervasive and … 9 (2017) 2, pp. 45-54

distribution, the optimal equidistant checkpoint interval for fault tolerant performance optimization is analyzed and derived in … performance optimization. …

Persistent link: https://www.econbiz.de/10012043044