Automated Design of Machine Learning and Search Algorithms

Chapter 1: Recent Developments of Automated Machine Learning and Search Techniques.- Chapter 2: Automated Machine Learning.- Chapter 3: A General Model for Automated Algorithm Design.- Chapter 4: Rigorous Performance Analysis of Hyper-Heuristics.- Chapter 5: AutoMoDe.- Chapter 6: A cross-domain method for generation of constructive and perturbative heuristics.- Chapter 7: Hyper-heuristics.- Chapter 8: Towards Real-time Federated Evolutionary Neural.- Chapter 9: Knowledge Transfer in Genetic Programming.- Chapter 10: Automated Design of Classification Algorithms.- Chapter 11: Automated Design (AutoDes).

• Format: Hardcover
• Language: English
• ISBN: 3030720683
• ISBN13: 9783030720681
• Release Date: July 2021
• Publisher: Springer
• Length: 187 Pages
• Weight: 1.03 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"