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A comparative analysis of NSGA-II and NSGA-III for autoscaling parameter sweep experiments in the cloud
(IOS Press, 2020-08)
The Cloud Computing paradigm is focused on the provisioning of reliable and scalable virtual infrastructures that deliver execution and storage services. This paradigm is particularly suitable to solve resource-greedy ...
A novel hybrid multi-objective metamodel-based evolutionary optimization algorithm
(Elsevier, 2019-01)
Optimization via Simulation (OvS) is an useful optimization tool to find a solution to an optimization problem that is difficult to model analytically. OvS consists in evaluating potential solutions through simulation ...
Proposal and Comparative Study of Evolutionary Algorithms for Optimum Design of a Gear System
(Institute of Electrical and Electronics Engineers, 2019-12)
This paper proposes a novel metaheuristic framework using a Differential Evolution (DE) algorithm with the Non-dominated Sorting Genetic Algorithm-II (NSGA-II). Both algorithms are combined employing a collaborative strategy ...
Discrete methods base on bacterial chemotaxis and genetic algorithms to solve the cell manufacturing layout problemMétodos discretos basados en quimiotaxis de bacterias y algoritmos genéticos para solucionar el problema de la distribución de planta en celdas de manufactura.
(Universidad Militar Nueva Granada, 2014)
Discrete methods base on bacterial chemotaxis and genetic algorithms to solve the cell manufacturing layout problemMétodos discretos basados en quimiotaxis de bacterias y algoritmos genéticos para solucionar el problema de la distribución de planta en celdas de manufactura.
(Universidad Militar Nueva Granada, 2014)
Automatic Design of Large-Scale Trusses: A Comparison Between Derivative-Free AlgorithmsDiseño automático de cerchas de granescala: una comparación entre algoritmoslibres de derivadas
(Universidad EAFIT, 2020-11-11)
The design of steel trusses is a frequent problem in civil engineering, which requires the experience of the design engineer to achieve a structural solution with good performance and that can satisfy the established needs. ...