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Genetic Programming Theory and Practice IV

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Cover of 'Genetic Programming Theory and Practice IV'

Table of Contents

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    Book Overview
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    Chapter 1 Genetic Programming: Theory and Practice
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    Chapter 2 Genome-Wide Genetic Analysis Using Genetic Programming: The Critical Need for Expert Knowledge
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    Chapter 3 Lifting the Curse of Dimensionality
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    Chapter 4 Genetic Programming for Classifying Cancer Data and Controlling Humanoid Robots
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    Chapter 5 Boosting Improves Stability and Accuracy of Genetic Programming in Biological Sequence Classification
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    Chapter 6 Orthogonal Evolution of Teams: A Class of Algorithms for Evolving Teams with Inversely Correlated Errors
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    Chapter 7 Multidimensional Tags, Cooperative Populations, and Genetic Programming
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    Chapter 8 Coevolving Fitness Models for Accelerating Evolution and Reducing Evaluations
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    Chapter 9 Multi-Domain Observations Concerning the Use of Genetic Programming to Automatically Synthesize Human-Competitive Designs for Analog Circuits, Optical Lens Systems, Controllers, Antennas, Mechanical Systems, and Quantum Computing Circuits
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    Chapter 10 Robust Pareto Front Genetic Programming Parameter Selection Based on Design of Experiments and Industrial Data
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    Chapter 11 Pursuing the Pareto Paradigm: Tournaments, Algorithm Variations and Ordinal Optimization
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    Chapter 12 Applying Genetic Programming to Reservoir History Matching Problem
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    Chapter 13 Comparison of Robustness of Three Filter Design Strategies Using Genetic Programming and Bond Graphs
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    Chapter 14 Design of Posynomial Models for Mosfets: Symbolic Regression Using Genetic Algorithms
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    Chapter 15 Phase Transitions in Genetic Programming Search
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    Chapter 16 Efficient Markov Chain Model of Machine Code Program Execution and Halting
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    Chapter 17 A Re-Examination of a Real World Blood Flow Modeling Problem Using Context-Aware Crossover
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    Chapter 18 Large-Scale, Time-Constrained Symbolic Regression
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    Chapter 19 Stock Selection: An Innovative Application of Genetic Programming Methodology
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