In this study, we introduce a hybrid algorithm, specifically designed to work with optimized decision tree with particle swarm optimization (PSO-DT), for the prediction of SPQIs (i.e., air capacity, AC; plant-available water capacity, PAWC; and relative field capacity, RFC).
Three cuttings were optimized in this study, which means that the number of optimized decision variables was 3 × 3 = 9 when fertilization was not used, 3 × 3 + 2 = 11 when the schedule included one fertilization with a fixed dose (150 kg N ha-1) and 3 × 3 + 3 × 3 = 18 when also the N dose was optimized with a maximum of three fertilization treatments.
User and channel information are aggregated to the cloud, facilitating optimized decision making.
This study discusses EES planning considering an EES operation, especially focusing on an economically optimized decision of EES capacity.
As the state-of-the-art of software packet classification, decision-tree algorithms employ various geometrical cutting schemes to build optimized decision trees.
As a result, an improved neural classifier is proposed, in which balanced learning with optimized decision making are introduced to enable effective learning from imbalanced samples.
A decision support system (DSS) is an interactive software-based system used to help decision-makers compile useful information from a combination of raw data, documents, and personal knowledge; to identify and solve problems; and to make an optimized decision.
Design tools supporting this methodology allow very fast to implement, check and estimate many possible design versions, to find an optimized decision of the design problem and to simplify the verification problem for digital systems.
In this work, the symbol error rate (SER) performance of the multiple pulse position modulation (MPPM) based free-space optical communication (FSO) system with three different decision thresholds, fixed decision threshold (FDT), optimized decision threshold (ODT) and dynamic decision threshold (DDT) over exponentiated Weibull (EW) fading channels has been investigated in detail.
