While there are many numerical solution methods for different problem classes, identifying the most efficient approach for a specific problem with defined parameter values entails conducting numerous comparative exper...
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ISBN:
(纸本)9783031734168;9783031734175
While there are many numerical solution methods for different problem classes, identifying the most efficient approach for a specific problem with defined parameter values entails conducting numerous comparative experiments. Usually, end users face difficulties when undertaking such experiments, which entail understanding the domain of applicability of diverse numerical methods and involve conducting a thorough comparative analysis of the results, which is time-consuming. We carry out the analysis of techniques and algorithms for managing a computational process to solve difficult or complex optimization problems with the use of computer systems. This research puts forward two approaches to streamline the utilization of existing applied software packages on modern multi-processor and/or multicore computer systems for multivariate optimization problems. One of the approaches entails the user actively interacting with the optimization program package in a dialogue mode. In contrast, the other approach entails packet control through a dedicated control program operating in automatic mode. The manuscript provides the protocols and outcomes of computer-based experiments conducted for unconstrained optimization problems using the developed software package
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