Genetic Programming (Lecture Notes in Computer Science) de Ting Hu

Genetic Programming: 23rd European Conference, EuroGP 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15–17, 2020, Proceedings: Lecture Notes in Computer Science, cartea 12101

Ting Hu

Nuno Lourenço

Eric Medvet

Federico Divina

en Limba Engleză Paperback – 13 mar 2020

This book constitutes the refereed proceedings of the 23rd European Conference on Genetic Programming, EuroGP 2020, held as part of Evo*2020, in Seville, Spain, in April 2020, co-located with the Evo*2020 events EvoCOP, EvoMUSART and EvoApplications.
The 12 full papers and 6 short papers presented in this book were carefully reviewed and selected from 36 submissions. The papers cover a wide spectrum of topics, including designing GP algorithms for ensemble learning, comparing GP with popular machine learning algorithms, customising GP algorithms for more explainable AI applications to real-world problems.

Citește tot Restrânge

Din seria Lecture Notes in Computer Science

20%

Preț: 1020^.28 lei
Preț: 395^.25 lei
20%

Preț: 327^.36 lei
20%

Preț: 556^.96 lei
20%

Preț: 400^.77 lei
15%

Preț: 558^.12 lei
20%

Preț: 328^.94 lei
20%

Preț: 340^.04 lei
20%

Preț: 487^.46 lei
20%

Preț: 629^.71 lei
20%

Preț: 386^.08 lei
20%

Preț: 489^.11 lei
20%

Preț: 620^.33 lei
20%

Preț: 733^.68 lei
20%

Preț: 1033^.45 lei
20%

Preț: 782^.57 lei
20%

Preț: 679^.09 lei
20%

Preț: 330^.54 lei
20%

Preț: 1137^.10 lei
20%

Preț: 435^.28 lei
20%

Preț: 375^.72 lei
20%

Preț: 342^.61 lei
20%

Preț: 432^.78 lei
20%

Preț: 904^.16 lei
20%

Preț: 1391^.87 lei
20%

Preț: 373^.80 lei
20%

Preț: 400^.17 lei
20%

Preț: 1359^.66 lei
20%

Preț: 984^.64 lei
20%

Preț: 560^.93 lei
20%

Preț: 731^.97 lei
20%

Preț: 563^.29 lei
20%

Preț: 403^.00 lei
20%

Preț: 793^.92 lei
20%

Preț: 324^.19 lei
20%

Preț: 733^.68 lei
20%

Preț: 336^.86 lei
20%

Preț: 327^.36 lei
20%

Preț: 573^.45 lei
20%

Preț: 558^.53 lei
20%

Preț: 850^.42 lei
20%

Preț: 560^.93 lei
20%

Preț: 560^.93 lei
20%

Preț: 631^.96 lei
20%

Preț: 568^.70 lei
20%

Preț: 488^.90 lei
20%

Preț: 293^.24 lei

Specificații

ISBN-13: 9783030440930
ISBN-10: 3030440931
Pagini: 295
Ilustrații: X, 295 p. 157 illus., 72 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.44 kg
Ediția:1st ed. 2020
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Theoretical Computer Science and General Issues

Locul publicării:Cham, Switzerland

Cuprins

Hessian Complexity Measure for Genetic Programming-based Imputation Predictor Selection in Symbolic Regression with Incomplete Data.- Seeding Grammars in Grammatical Evolution to Improve Search Based Software Testing.- Incremental Evolution and Development of Deep Artificial Neural Networks.- Investigating the Use of Geometric Semantic Operators in Vectorial Genetic Programming.- Comparing Genetic Programming Approaches for Non-Functional Genetic Improvement.- Automatically Evolving Lookup Tables for Function Approximation.- Optimising Optimisers with Push GP.- An Evolutionary View on Reversible Shift-invariant Transformations.- Benchmarking Manifold Learning Methods on a Large Collection of Datasets.- Ensemble Genetic Programming.- SGP-DT: Semantic Genetic Programming Based on Dynamic Targets.- Effect of Parent Selection Methods on Modularity.- Time Control or Size Control? Reducing Complexity and Improving Accuracy of Genetic Programming Models.- Challenges of Program Synthesis withGrammatical Evolution.- Detection of Frailty Using Genetic Programming : The Case of Older People in Piedmont, Italy.- Is k Nearest Neighbours Regression Better than GP.- Guided Subtree Selection for Genetic Operators in Genetic Programming for Dynamic Flexible Job Shop Scheduling.- Classification of Autism Genes using Network Science and Linear Genetic Programming.