/*
  Data from 
  Roger Johansson
  https://rogerjohansson.blog/2008/02/07/genetic-programming-math/

  Should be (-1.7 + (( y + -0.35) * (x+x)))

  * +,-,*,/ with 1000 generations
    gen = 1354  (time: 46.355s)
    results_best = [[0.968827867912514,(Y + Y + -2.222252891968122 + 4.116473579367844 - 2.68229594811904) * X - 2.830992237586059 * 0.539699557954306]]

    stop_criteria 'generatios' reached

    gen = 824  (time: 27.476s)
    results_best = [[1.7505583236167,2.68229594811904 / -2.222252891968122 - X / (Y + Y) + (X + (-1.64777244285111 + Y + X) * Y)]]

    stop_criteria 'generatios' reached

    gen = 1286  (time: 43.920s)
    results_best = [[0.606039620038817,(Y + -1.64777244285111 + Y) * X + (X + ((X - X) * 2.984400334760733 - 3.401877171547095 * 0.539699557954306))]]

    stop_criteria 'generatios' reached


  * +,-,*,/,exp,log,pow2,pow3 with 1000 generations
    gen = 1667  (time: 52.310s)
    results_best = [[2.580983762339366,(Y + Y) * X - (X + log(exp(Y) * 2.68229594811904) / (Y * X))]]

    stop_criteria 'generatios' reached

    gen = 1661  (time: 50.977s)
    results_best = [[2.295227279787577,Y * (Y + X) - (log(pow3(Y)) - (-1.64777244285111 - 0.539699557954306))]]

    stop_criteria 'generatios' reached



  Cf number_puzzle2.conf

*/
import util.
data(number_puzzle2,Data,Vars,Unknown,Ops,Constants,MaxSize,Params) :-
  Data =  [ [[A,B],C] : [A,B,C] in chunks_of([
2,2,4.9,
1,2,1.6,
3,1,2.2,
1,1,-0.4,
10,10,191.3
  ],3)],
  Unknown = [3,1], 
  Vars = ['X','Y'],
  % Ops = [+,-,*,/],
  Ops = [+,-,*,/,exp,log,pow2,pow3],  
  Constants = [frand(-5,5) : _ in 1..10],
  MaxSize = 11,
  Params = new_map([approx=0.01,
                    init_size=1000,
                    num_gens=1800,
                    stop_criteria=generatios
                   ]).