Genetic programming theory and pract...
Workshop on Genetic Programming, Theory and Practice (2019 :)

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  • Genetic programming theory and practice XVII
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Genetic programming theory and practice XVII/ edited by Wolfgang Banzhaf ... [et al.].
    其他題名: Genetic programming theory and practice 17
    其他作者: Banzhaf, Wolfgang.
    團體作者: Workshop on Genetic Programming, Theory and Practice
    出版者: Cham :Springer International Publishing : : 2020.,
    面頁冊數: xxvi, 409 p. :ill., digital ;24 cm.
    內容註: 1. Characterizing the Effects of Random Subsampling on Lexicase Selection -- 2. It is Time for New Perspectives on How to Fight Bloatin GP -- 3. Explorations of the Semantic Learning Machine Neuroevolution Algorithm -- 4. Can Genetic Programming Perform Explainable Machine Learning for Bioinformatics? -- 5. Symbolic Regression by Exhaustive Search - Reducing the Search Space using Syntactical Constraints and Efficient Semantic Structure Deduplication -- 6. Temporal Memory Sharing in Visual Reinforcement Learning -- 7. The Evolution of Representations in Genetic Programming Trees -- 8. How Competitive is Genetic Programming in Business Data Science Applications? -- 9. Using Modularity Metrics as Design Features to Guide Evolution in Genetic Programming -- 10. Evolutionary Computation and AI Safety -- 11. Genetic Programming Symbolic Regression -- 12. Hands-on Artificial Evolution through Brain Programming -- 13. Comparison of Linear Genome Representations For Software Synthesis -- 14. Enhanced Optimization with Composite Objectives and Novelty Pulsation -- 15. New Pathways in Coevolutionary Computation -- 16. 2019 Evolutionary Algorithms Review -- 17. Evolving a Dota 2 Hero Bot with a Probabilistic Shared Memory Model -- 18. Modelling Genetic Programming as a Simple Sampling Algorithm -- 19. An Evolutionary System for Better Automatic Software Repair -- Index.
    Contained By: Springer eBooks
    標題: Genetic programming (Computer science) - Congresses. -
    電子資源: https://doi.org/10.1007/978-3-030-39958-0
    ISBN: 9783030399580
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