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Differential Evolution (DE) algorithm is well known as a simple and efficient scheme for multi-objective global optimization over continuous spaces. In order to reduce the calculation complexity and the diversity sorting quality, the modified non-dominated sorted differential evolution (MNSDE) algorithm is proposed in this paper. The individual distribution is large-ranging and well-proportion in...
Software performance is an important area of research in Computer Science. Hardware performance is an equally important area. Software configurations include aspects such as number of threads and size of data structures. Hardware configurations include aspects such as CPU cache size and clock speed. Certain properties of hardware and software configurations include execution time of workloads, power...
In the biological and biomedical research field, Microarray technology has grown into a leading approach. Microarray technology helps to monitor a large number of genes simultaneously based on different experimental conditions. This paper propose a fast elitist non-dominated sorting multi-objective genetic algorithm (NSGA-II) based fuzzy relational clustering approach for clustering microarray cancer...
The process of selecting which virtual machines will be placed (i.e. executed) in the physical machines available in a Datacenter is known as virtual machine placement problem. This work proposes for the first time a formulation of the problem, with a multi-objective approach, of the main objective functions studied so far as mono-objective in the state of the art. Also it is proposed a multi-objective...
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