Evolutionary Computing
Department of Computer Science and Software Engineering
Samuel Ginn College of Engineering, Auburn University
Fall 2020 COMP 5660-001/6660-001/6666-V01 (3 credit hours)
Index of Evolutionary Computing Class Offerings (find old exams)
Syllabus
Schedule
Textbook website
General FAQ
Dr. T's Coding Standard & Tips
Dr. T's AI Brief
Lecture Slides [PPTX]
Example T-Test Data
Statistical Test Decision Tree and Excel instructions
Constraint Satisfaction Methods Slides [PDF]
Conway's Game of Life
Self-configuring EAs Slides [PPTX]
Hyper-heuristics Tutorial Slides [PPTX]
GP Varieties Overview [PPTX]
Multi-Level Partitioning Hyper-Heuristic [PDF]
Asynchronous Poster [PDF]
CIAO Plot Slides [PPTX]
Theory Slides [PDF]
Interactive EAs [PPTX]
Picbreeder
Picbreeder Remake YouTube video
Darwin Tunes
Intro to Lindenmayer Systems
Intro to Neural Networks (Part 1)
Intro to Neural Networks (Part 2)
Evolution of neural network robotic controllers
Evolution of ANN controlled robot soccer team
Evolving Gaits for Legged Robots: Neural Networks with Geometric Patterns Perform Better
Evolved Electrophysiological Soft Robots
Evolving Swimming Soft-Bodied Creatures
Evolving Swimming Life - Gecco 2016 Virtual Creatures Contest
Virtual Creatures Competition
Assignments
Assignment Series 1: Evolutionary Algorithms for Solving NP-Complete Light Up Puzzle
Assignment Series 2: GPac: A Genetic Programming & Coevolution Approach to the Game of Pac-Man
2020 Exams & Model Answers
Exam 1, Exam 1 Key
Exam 2, Exam 2 Key
Exam 3, Exam 3 Key
Final Exam, Final Exam Key