Genetic Programming Theory and Practice XIX
by
Trujillo, Leonardo. editor.
Title
:
Genetic Programming Theory and Practice XIX
Author
:
Trujillo, Leonardo. editor.
ISBN
:
9789811984600
Edition
:
1st ed. 2023.
Physical Description
:
XIV, 262 p. 104 illus., 93 illus. in color. online resource.
Series
:
Genetic and Evolutionary Computation,
Contents
:
Chapter 1. Symbolic Regression in Materials Science: Discovering Interatomic Potentials from Data -- Chapter 2. Correlation versus RMSE Loss Functions in Symbolic Regression Tasks -- Chapter 3. GUI-Based, Efficient Genetic Programming and AI Planning For Unity3D -- Chapter 4. Genetic Programming for Interpretable and Explainable Machine Learning -- Chapter 5. Biological Strategies ParetoGP Enables Analysis of Wide and Ill-Conditioned Data from Nonlinear Systems -- Chapter 6. GP-Based Generative Adversarial Models -- Chapter 7. Modelling Hierarchical Architectures with Genetic Programming and Neuroscience Knowledge for Image Classification through Inferential Knowledge -- Chapter 8. Life as a Cyber-Bio-Physical System -- Chapter 9. STREAMLINE: A Simple, Transparent, End-To-End Automated Machine Learning Pipeline Facilitating Data Analysis and Algorithm Comparison -- Chapter 10. Evolving Complexity is Hard -- Chapter 11. ESSAY: Computers Are Useless ... They Only Give Us Answers.
Added Author
:
Trujillo, Leonardo.
Winkler, Stephan M.
Silva, Sara.
Banzhaf, Wolfgang.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
---|
Online Library | E-Book | 520304-1001 | XX(520304.1) | | Elektronik Kütüphane |