In this paper, we propose to use genetic algorithms (GAs) to solve these difficult problems of optimal design. The genetic algorithm is a recently emerged heuristic optimization technique, based on concepts from natural genetic and guided by the model of Darwin....
Human genetic studies have been profoundly successful at identifying regions of the genome contributing to disease risk1,2. Despite these successes, there are challenges to translating findings to clinical advances, much due to the widespread pleiotropy and extreme polygenicity of complex traits, which ...
The application of a genetic algorithm (GA) to the selection of principal components (PCs) is proposed as an efficient method to determine the optimal multivariate regression model. This stochastic method was compared with other deterministic methods such as: exhaustive search (here taken as a valid...
The objective is to proactively minimize the effect of shortages of components at risk in terms of costs (storage cost and out-of-stock cost). The resolution of the model is done via the genetic algorithm. A numerical example is given to illustrate the application of the proposed algorithm. ...
Within the same species, individuals show marked variation in their social dominance. Studies on a handful of populations have indicated heritable genetic variation for this trait, which is determined by both the genetic background of the individual (dir
Although the development history of Genetic Algorithm is short, it has attracted the attentions of many researchers because of its advantages and has been well developed due to the contributions of many researchers. There are much commercial software which can perform Genetic Algorithm with the high ...
In this work process planning parameters for machining rotational components are optimized by a Genetic Algorithm Optimization Toolbox developed in Matlab environment. Here machining time is considered as the objective function and constraints are machine capacity, limits of feed rate, depth of cut, ...
The proposed algorithm contributes to improving both productivity and sustainability of the construction industry by optimizing the management process of the off-site construction projects. Keywords: off-site construction; BIM; genetic algorithm; precast concrete; prefab assembly...
pragmarc-genetic_algorithm.ads General improvements to Genetic_Algorithm May 30, 2021 pragmarc-hash.adb Added Hash Mar 31, 2022 pragmarc-hash.ads Added Hash Mar 31, 2022 pragmarc-hash_fast_variable_length.adb Adhere better to coding standard Apr 25, 2021 ...
Genetic analyses of the electrocardiographic QT interval and its components identify additional loci and pathways William J. Young, Najim Lahrouchi, Aaron Isaacs, ThuyVy Duong, Luisa Foco, Farah Ahmed, Jennifer A. Brody, Reem Salman, Raymond Noordam, Jan-Walter Benjamins, Jeffrey ...