- Chapter 1: Population and Scoring
- Chapter 2: Crossover and Mutation
- Chapter 3: Genetic Algorithms
- Chapter 4: Genetic Programming
- Chapter 5: Speciation
- Chapter 6: Particle Swarm Optimization
- Chapter 7: Ant Colony Optimization
- Chapter 8: Cellular Automation
- Chapter 9: Artificial Life
- Chapter 10: Modeling Problems