Genetic programming theory and practice XVI. (2019)

• Record Type: Book
• Other Titles: Genetic programming theory and practice 16
• Further Information: Note: Wolfgang Banzhaf, Lee Spector, Leigh Sheneman, editors.
• Editors: Banzhaf, Wolfgang, 1955-; Spector, Lee, 1963-; Sheneman, Leigh
• Other Names: Workshop on Genetic Programming, Theory and Practice, 16th
• Contents: 1 Exploring Genetic Programming Systems with MAP-Elites.- 2 The Evolutionary Buffet Method.- 3 Emergent Policy Discovery for Visual Reinforcement Learning through Tangled Program Graphs: A Tutorial.- 4 Strong Typing, Swarm Enhancement, and Deep Learning Feature Selection in the Pursuit of Symbolic Regression-Classification.- 5 Cluster Analysis of a Symbolic Regression Search Space.- 6 What else is in an evolved name? Exploring evolvable specificity with SignalGP.- Lexicase Selection Beyond Genetic Programming.- 8 Evolving developmental programs that build neural networks for solving multiple problems.- 9 The Elephant in the Room - Towards the Application of Genetic Programming to Automatic Programming.- 10 Untapped Potential of Genetic Programming: Transfer Learning and Outlier Removal.- 11 Program Search for Machine Learning Pipelines Leveraging Symbolic Planning and Reinforcement Learning.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 006.3/1; Genetic programming (Computer science) -- Congresses; Artificial intelligence -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030047351; 3030047350
• Related ISBNs: 9783030047344
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed February 5, 2019).
• 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.