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Purpose – The purpose of this paper is to present a new concept based on a neural network validity approach in the area of multimodel for complex systems. Design/methodology/approach – The multimodel approach was recently developed in order to solve the modeling problems and the control of...
Purpose – Biogeography‐based optimization algorithm is a new kind of optimization algorithm based on biogeography. It is designed based on the migration strategy of animals to solve the problem of optimization. The purpose of this paper is to present a new algorithm – biogeography migration...
Purpose – The purpose of this paper is to describe a real‐world system developed for a large food distribution company which requires forecasting demand for thousands of products across multiple warehouses. The number of different time series that the system must model and predict is on the...
Purpose – Quadrotor micro aerial vehicle (MAV) is nonlinear and under actuated plant, and it is difficult to obtain an accurate mathematical model for quadrotor MAV due to uncertainties. The purpose of this paper is to propose one robust control strategy for quadrotor MAV to accommodate system...
Purpose – The purpose of this paper is to address the problem of profiling human behaviour patterns captured in surveillance videos for the application of online normal behaviour recognition and anomaly detection. Design/methodology/approach – A novel framework is developed for automatic...
Purpose – The purpose of this paper is to propose solutions for both discrete‐time and frequency‐domain designs of unbiased H ∞ functional filters for discrete‐time linear systems affected by bounded norm energy disturbances. Design/methodology/approach – The discrete‐time procedure...
Purpose – The purpose of this paper is to introduce a new hybrid method for reducing dimensionality of high dimensional data. Design/methodology/approach – Literature on dimensionality reduction (DR) witnesses the research efforts that combine random projections (RP) and singular value...
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