Genetic Programming Book by Bing Xue - Bookswagon
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Genetic Programming

Genetic Programming


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About the Book

Long Presentations.- Evolving Adaptive Neural Network Optimizers for Image Classification.- Combining Geometric Semantic GP with Gradient-descent Optimization.- One-Shot Learning of Ensembles of Temporal Logic Formulas for Anomaly Detection in Cyber-Physical Systems.- Multi-objective GP with AWS for Symbolic Regression.- SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming.- Evolutionary Design of Reduced Precision Levodopa-Induced Dyskinesia Classifiers.- Using Denoising Autoencoder Genetic Programming to Control Exploration and Exploitation in Search.- Program Synthesis with Genetic Programming: The Influence of Batch Sizes.- Genetic Programming-Based Inverse Kinematics for Robotic Manipulators.- On the Schedule for Morphological Development of Evolved Modular Soft Robots.- An Investigation of Multitask Linear Genetic Programming for Dynamic Job Shop Scheduling.- Cooperative Co-Evolution and Adaptive Team Composition for a Multi-Rover Resources Allocation Problem.- Short Presentations.- Synthesizing Programs from Program Pieces using Genetic Programming and Refinement Type Checking.- Creating Diverse Ensembles for Classification with Genetic Programming and Neuro-MAP-Elites.- Evolving Monotone Conjunctions in Regimes Beyond Proved Convergence.- Accurate and Interpretable Representations of Environments with Anticipatory Learning Classifier Systems.- Exploiting Knowledge from Code to Guide Program Search.- Multi-Objective Genetic Programming for Explainable Reinforcement Learning.- Permutation-Invariant Representation of Neural Networks with Neuron Embeddings.


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Product Details
  • ISBN-13: 9783031020551
  • Publisher: Springer Nature B.V.
  • Publisher Imprint: Springer
  • Height: 234 mm
  • No of Pages: 320
  • Spine Width: 17 mm
  • Weight: 503 gr
  • ISBN-10: 3031020553
  • Publisher Date: 21 May 2022
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Sub Title: 25th European Conference, Eurogp 2022, Held as Part of Evostar 2022, Madrid, Spain, April 20-22, 2022, Proceedings
  • Width: 156 mm


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