Report

TODO

• Update abstract with results
• Citations in introduction
• Citations in background
• Algorithms and categories comparison table
• Benchmarks comparison table
• Related work
• ANN figure in (1 + 1) NA section
• Add figure in hypershpere problems section
• BNA cone figure
• Dependency graph in framework section
• CMA-ES figure
• Update cli listing
• GUI figures
• NEAT encoding figure
• NEAT crossover figure
• NEAT similarity equation
• Pole Balancing figure
• Pole Balancing equations
• Trigonometry equations for (1 + 1) NA and BNA
• ANN figure for background section
• Discuss the different kinds of EAs in the background section
• EAs pseudocode in the background section
• Activation functions figure in the background section
• Optional? Add sample HPC job script in the experiments section
• Diwscus python script in experiments workflow section
• Add configs in the appendix
• Flow diagram for algorithm selection
• Update future work saying to add a genetic programming and indirect encoding algorithm + irace + hard wired OR
• Code cleanup (parameters in pole balancing configs, todos, error handling in main, etc)
• Move eval in practice to framework section
• Shorter titles in list of figures and tables
• Update impl details
• Write the conclusion
• Inspirations in figures
• Check tables, plots, listings and figureds
• Check references
• Code readme
• Revised project plan
• Proofread
• Sign the report