Genetic programming theory and practice XVII. (2020)

• Record Type: Book
• Other Titles: Genetic programming theory and practice 17
• Further Information: Note: Wolfgang Banzhaf, Erik Goodman, Leigh Sheneman, Leonardo Trujillo, Bill Worzel, editors.
• Other Names: Banzhaf, Wolfgang, 1955-; Goodman, Erik; Sheneman, Leigh; Trujillo, Leonardo; Worzel, Bill; Workshop on Genetic Programming, Theory and Practice, 17th
• Contents: 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.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Extent: 1 online resource (423 p.)
• Subjects: 006.3/1; Genetic programming (Computer science) -- Congresses; Artificial intelligence -- Congresses; Artificial intelligence; Genetic programming (Computer science); Electronic books; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783030399580; 3030399583
• Related ISBNs: 3030399575; 9783030399573
• Notes: Note: Includes bibliographical references and index.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.