A stand-alone computer application for solving decision problems, conducting decision and risk analyses, and for globally optimizing the operation of systems and processes is disclosed. Running on a personal computer, the application embodies three major methods. The first method is project oriented and...
This disclosure provides a system and method for concurrent dynamic optimization of replenishment decision in networked node environment by at least one of receiving, at least one current state attribute associated with the networked node environment at a predetermined time interval; obtaining, an ...
Section 4 presents the material (the equipment and databases used), and Sect. 5 presents the results obtained with “default simulation” and “advanced second-order simulations” GUI settings. In Sect. 6, we discuss the tool, our results, the optimization of the algorithm, and perspectives ...
Basically, monitoring of cutting tool condition avoids unexpected changes, reduces down- time, obtains desired workpiece dimensions and eventually reduces production costs and labor [9]. In this manner, FW becomes significant as the first tool life criteria and optimization of FW...
This research can provide guidance or reference for the evaluation and decision-making of complex systems engineering problems, and indicate a direction for further research of risk assessment and decision-making issues. Keywords: uncertainty; risk assessment; decision-making; entropy; sensitivity analysis...
The behavior of the application is too complex to build a model that reflects the relationship between cache associativity and runtime statistical information in real-time. Machine learning algorithms are suitable for solving such optimization problems. Algorithms 2021, 14, 176. https://doi.org/...
Furthermore, the conventional DEA also does not consider the subjectivity and vagueness in the decision–making process. Beside the multi-criteria decision–making method, some researchers use heuristic optimization approaches to select proper suppliers. Basnet and Leung (2005) develop an incapacitated ...
The basic concept of the fuzzy system is illustrated in Figure 1a. The application of fuzzy logic has dramatically increased in the last two decades, being used extensively in control theory, artificial intelligence, finance and other decision-making problems. Trawinski applied fuzzy logic based on...
This method can respond to the disturbance in production in time and satisfy the needs of modern enterprises for intelligent production. Keywords: flexible job shop; rescheduling model; machine learning; whale optimization algorithm; support vector machine Citation: Song, L.; Xu, Z.; Wang, C.; ...
Keywords: multi-attribute models; method DEX; alternatives; decision support; Bayesian optimization 1. Introduction Decision support systems (DSSs) are interactive information systems intended to help decision makers utilize data and models in order to identify and solve problems and make decisions [1–...