Bibframe Work

Part 1. FOUNDATIONS

Introduction to Neural Networks

Introduction to Evolutionary Computation

Introduction to Neuroevolutionary Methods

The Unintentional Neural Network Programming Language

Introduction: Applications & Motivations

Part 2. NEUROEVOLUTION: TAKING THE FIRST STEP

Developing a Feed Forward Neural Network

Adding the "Stochastic Hill-Climber" Learning Algorithm

Developing a Simple Neuroevolutionary Platform

Testing the Neuroevolutionary System

Part 3. A Case Study

DXNN: A Case Study

Part 4. Advanced Neuroevolution: Creating the Cutting Edge

Decoupling & Modularizing Our Neuroevolutionary Platform

Keeping Track of Important Population and Evolutionary Stats

The Benchmarker

Creating the Two Slightly More Complex Benchmarks

Neural Plasticity

Substrate Encoding

Substrate Plasticity

Part 5. Applications

Artificial Life

Evolving Currency Trading Agents

Part 6. Promises Kept

Conclusion.