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Automated Design of Machine Learning and Search Algorithms
Hardcover
Series: Natural Computing
ISBN13: 9783030720681
Publisher: Springer Nature
Published: Jul 29 2021
Pages: 187
Weight: 1.03
Height: 0.50 Width: 6.14 Depth: 9.21
Language: English
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).
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