Ontology type: schema:Chapter
2021-12-15
AUTHORSVenelin Todorov , Stefka Fidanova , Ivan Dimov , Stoyan Poryazov , Stoyan Apostolov , Daniel Todorov
ABSTRACTTodorov, VenelinFidanova, StefkaDimov, IvanPoryazov, StoyanApostolov, StoyanTodorov, DanielA very important problem in the area of neural networks and machine learning is the accurate evaluation of multidimensional integrals. An introduction to the theory of the stochastic approaches with a special choice of optimal generating vectors has been given. A new optimized lattice sequence with a special choice of the optimal generating vector have been applied to compute multidimensional integrals up to 100-dimensions. It is shown that the progress in the area of machine learning is strictly related to the progress in reliable algorithms for multidimensional integration. More... »
PAGES425-438
Recent Advances in Computational Optimization
ISBN
978-3-030-82396-2
978-3-030-82397-9
http://scigraph.springernature.com/pub.10.1007/978-3-030-82397-9_22
DOIhttp://dx.doi.org/10.1007/978-3-030-82397-9_22
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