Title Statements
- Full title :Genetic programming theory and practice VIII / Rick Riolo, Trent McConaghy, Ekaterina Vladislavleva, editors ; foreword by Nic McPhee.
Summary
The contributions in this volume are written by the foremost international researchers and practitioners in the GP arena. They examine the similarities and differences between theoretical and empirical results on real-world problems. This text explores the synergy between theory and practice, producing a comprehensive view of the state of the art in GP application. It includes topics such as: Finch: A System for Evolving Java, Practical Autoconstructive Evolution, The Rubik Cube and GP Temporal Sequence Learning, Ensemble classifiers: AdaBoost and Orthogonal Evolution of Teams, Self-modifying.
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- Publication Date:©2011.
Publication Statements
- Publisher(s):Springer
- Place of Publication:New York
- Language:eng
- Publication Date:©2011.
The Physical Object
- Description:1 online resource (xvi, 247 pages) : : illustrations
Edition Identifiers
- ISBN:9781441977472, 1441977473, 9781441977465, 1441977465
- DOI:10.1007/978-1-4419-7747-2.
- oclc:ocn682911477
- LC Classification:QA76.623
- Dewey Decimal:005.1
Table of Contents
Contributing Authors; Preface; Foreword; Genetic Programming Theory and Practice 2010: An Introduction; 1. The Workshop; 2. Summary of Progress; 3. A Brief Introduction to Genetic Programming2; 4. GP Challenges and Goals; GP Algorithm Goals and Challenges; Goals for GP Incorporated in larger Systems; 5. GP Best Practices; 6. Application Successes Via Best Practices; 7. Themes, Summary and Looking Forward; References; Chapter 1; FINCH: A SYSTEM FOR EVOLVING JAVA (BYTECODE); Chapter 2.
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