Titlebook: Machine Learning, Optimization, and Big Data; Third International Giuseppe Nicosia,Panos Pardalos,Renato Umeton Conference proceedings 201

西瓜

Improving Support Vector Machines Performance Using Local Search,n application of grid search on the same problem. The method is applicable to other kernels and future work should demonstrate to what extent our Iterated Local Search based method outperforms the standard grid search method over other heterogeneous datasets from different domains.

AXIS

Nonlinear Methods for Design-Space Dimensionality Reduction in Shape Optimization, methods are demonstrated for the design-space dimensionality reduction of the hull form of a USS Arleigh Burke-class destroyer. Nonlinear methods are shown to be more effective than linear PCA. DAE shows the best performance overall.

PLUMP

,A Differential Evolution Algorithm to Develop Strategies for the Iterated Prisoner’s Dilemma,hes. Overall, the strategies developed by DE outperform all the others. Also, it has been observed over iterations that when the DE algorithm is used the player manages to learn his opponent, therefore, DE converges with a quick and efficient manner.

期满

chlorosis

neutralize

Artificial Bee Colony Optimization to Reallocate Personnel to Tasks Improving Workplace Safety,l reallocations are first generated using the Non-dominated Sorting artificial Bee Colony (NSBC) algorithm, and the best one is then selected using the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS). The approach was tested in two SMEs with 11 and 25 employees, respectively.

pantomime

reject

知道

Multi-objective Genetic Algorithm for Interior Lighting Design,integrates the 3D graphic software Blender, used to reproduce the architectural space and to simulate the effect of illumination, and the genetic algorithm NSGA-II. This solution offers advantages in design flexibility over previous related works.

角斗士

Conference proceedings 2018pics in the field of machine learning, artificial intelligence, computational optimization and data science presenting a substantial array of ideas, technologies, algorithms, methods and applications..