Evolutionary Computation: The Fossil Record

Preface.

An Introduction to Evolutionary Computation.

Evolving Control Circuits for Autonomous Robots.

Simulating the Evolution of Genetic Systems.

Evolving Online Productivity.

Evolving Computer Programs.

Artificial Life and Evolving Strategies.

Artificial Intelligence through Simulated Evolution.

Evolutionary Experimentation.

Evolution and Optimization.

Evolutionary Algorithms for System Identification.

Co-Evolution, Self-Adaptation, and Crossover.

Evolving Populations.

Artificial Ecosystems.

Soft Selection.

Schema Processing and the K-Armed Bandit.

Classifier Systems.

Evolving Neural Networks.

Evolutionary Computation and the Traveling Salesman Problem.

The Iterated Prisoner's Dilemma.

Implicit Parallelism and Representations.

Fuzzy Evolution.

Evolving Programs Using Symbolic Expressions.

Tierra and Emergent Properties.

Epilogue.

Author Index.

Subject Index.

About the Editor.