Installation

• Install and setup go 1.13 and above.
• Install CX (https://github.com/skycoin/cx).
• git pull your CX repository so you have the latest CX version.
• Make sure go module is enabled. Install go dependencies by running:

$go get -u ./...
$go mod verify 
$go mod vendor

High priority tasks

• Maze
• Snake
• Tic-Tac-Toe
• Multi-armed bandit
• Rock, paper & scissors

Low priority tasks

• Time-series mean estimation
• Time-series variance estimation
• Time-series covariance estimation
• Stock market simulator
• Committee of experts
• Linear feedback shift register prediction
• Non-linear feedback shift register prediction
• Check if a number is prime

Summary

This program runs evolve with Maze. Generated programs are given multiple i32 as inputs and outputs one i32. The output is their move for the maze.

Usage

For more information, run

go run main.go help 

go run main.go 
--name=[Name of generated program]
--population=[Population size or number of programs generated per generation]
--generations=[number of generations]
--expressions=[number of expressions a generated program can have]
--graphs=[Set true if average fitness and fittest per generation graphs will be saved] 
--ast=[Set true if best ASTs per generation will be saved]
--use-log-fitness=[Set true if fitness will be fitness(log base 2)]

<!-- Set if maze benchmark -->
--maze=[set true if benchmark evolve with maze]
-W=[width of the maze to solve] 
-H=[height of maze to solve]  
--random-maze-size=[set true if generated maze for every N epochs will have random sizes (NxN 2,3,4,5,6,7, or 8)]
--epoch-length=[Maze changes for every N generation(Example. Epochs=5, maze changes every 5 generations)]

<!-- Set if constants benchmark -->
--constants=[set true if benchmark evolve with constants]

<!-- Set if evens benchmark -->
--evens=[set true if benchmark evolve with evens]

<!-- Set if odds benchmark -->
--odds=[set true if benchmark evolve with odds]

<!-- Set if primes benchmark -->
--primes=[set true if benchmark evolve with primes]

<!-- Set if composites benchmark -->
--composites=[set true if benchmark evolve with composites]

<!-- Set if network simulator benchmark -->
--network-sim=[set true if benchmark evolve with network simulator]

<!-- Set if range benchmark -->
--range=[set true if benchmark evolve with range]
--upper-range=[upper range (int) for range benchmark]
--lower-range=[lower range (int) for range benchmark]

<!-- Set if benchmark is either constants, evens, odds, primes, composites, range, or network simulator -->
--rounds=[Number of rounds per program]

Example Benchmarking

For Maze

go run main.go --maze=true --name=MazeRunner -W=2 -H=2 --random-maze-size=false --population=50 --generations=100 --expressions=30 --epoch-length=100 --graphs=true --ast=false --use-log-fitness=false

For Range

go run main.go --range=true --upper-range=9 --lower-range=2 --rounds=10 --name=Range --population=300 --generations=1000 --expressions=30 --graphs=true --ast=false --use-log-fitness=false

For Constants

go run main.go --constants=true --rounds=10 --name=Constants --population=300 --generations=1000 --expressions=30 --graphs=true --ast=false --use-log-fitness=false

For Odds

go run main.go --odds=true --rounds=10 --name=Odds --population=300 --generations=1000 --expressions=30 --graphs=true --ast=false --use-log-fitness=false

For Evens

go run main.go --evens=true --rounds=10 --name=Evens --population=300 --generations=1000 --expressions=30 --graphs=true --ast=false --use-log-fitness=false

For Primes

go run main.go --primes=true --rounds=10 --name=Primes --population=300 --generations=1000 --expressions=30 --graphs=true --ast=false --use-log-fitness=false

For Composites

go run main.go --composites=true --rounds=10 --name=Composites --population=300 --generations=1000 --expressions=30 --graphs=true --ast=false --use-log-fitness=false

For Network Simulator

 go run main.go --network-sim=true --rounds=20 --name=NetworkSimulator --population=300 --generations=2000 --expressions=30 --graphs=true --ast=false --use-log-fitness=false    

Notes

1. If no arguments are specified, the program will run default values.