[PDF] Top 20 Evolving balanced decision trees with a multi-population genetic algorithm

... accordance with the given fitness function, they can generally optimize solutions regarding a single criterion, which is usually the predictive performance (such as accuracy or ... See full document

... of trees-shaped problems, for instance in (Fontes and Gonc¸alves, 2007) the authors address problems in- cluding flows and with general nonlinear cost func- ...a with maximum number of arcs on each ... See full document

... EA population are said to comprise the estimated Pareto front, which is an estimation of the true, unknown Pareto ...subjective decision made a priori, before the learning algorithm is ...associated ... See full document

... initial population. We need the population parameters, ...the population as the transport ...the algorithm, the chromosomes are composed of two ...the decision of whether to send or not ... See full document

... system with basic configurations was able to keep the performance in training and unseen error of the standalone versions, or even improve in some ...cases. With regards to size, this strategy is not ... See full document

... AND-OR trees. We extend the study to a multi-branching case. By balanced multi-branching, we mean that all the nonterminal nodes at the same level have the same number of children and all ... See full document

... posed algorithm should be able to meet the QoS requirements of different applications, considering the contiguity constraint for RB assignment, while presenting a satisfactory execution ... See full document

... This paper also uses Monte Carlo simulations to compare decision rules, with two innovative features. On the one hand, besides considering the rules previously studied (ROC weights, central value, maximin, ... See full document

... the decision maker takes the form of single-valued neutrosophic set (SVNS) which is defined by Wang et ...studied multi-criteria decision-making problem under SVNS ...for multi-criteria ... See full document

... the Genetic Algorithm effectively “learns” during its execution on a real training ...the population taken from generation 0 to 80 show how the algorithm is gradually capable of selecting a ... See full document

... search algorithm uses the neighborhood obtained by perturbing one cutting pattern in the current set of patterns, where the perturbations are done by utilizing the dual solution of the auxiliary Linear Programming ... See full document

... This representation is unique and one string can only be decoded to one solution. It is a 1-to-1 relation. The last customer visited in route i is linked with the first customer visited in route i+1 to form a ... See full document

... comparison with the exact solution also revealed the prioritization of the genetic algorithm in exploring solutions in which the amount of workover rigs to be scheduled in the individual is close to ... See full document

... for multi-objective problems were presented in Jozefowiez et ...the multi-objective evolutionary algorithms was proposed by Zhou et ...the multi-objective version of the ...A multi-objective ... See full document

... For topographic mapping, the dual-antenna airborne InSAR systems have been researched in many countries. The first European airborne single-pass interferometric SAR experiment for topographic applications was performed ... See full document

... solution with two coding modes is proposed: an Intra mode, where each descriptor is coded individually without any reference to other descriptors, and an Inter mode, where each descrip- tor is differentially ... See full document

... One of the major host plants of CGSC in China is the tea-oil tree Camellia oleifera [10,12]. C. oleifera is native to China and is cultivated in many parts of southern China [12,20,21]. This plant has been grown for over ... See full document

... using decision tree ...using Decision Trees) system is for improving the indexing and retrieval of multimedia ...C4.5 Decision tree algorithm [3] which is used for managing both ... See full document

... transducers with a controller, that forms a closed loop system leads to a stable and effective ...deals with control of in the process tank and comparative analysis of various PID control techniques and ... See full document

... The theory of fuzzy sets, proposed by Zadeh [3], has gained successful applications in various fields. Measures of similarity between fuzzy sets, as an important content in fuzzy mathematics, have gained attention from ... See full document