Prova da AV2 de Inteligência Artificial

exam.py

import random
import numpy as np
import math


def generateRandomTarget():
    return np.random.random((10))


def generateRandomWeight():
    weights = []
    index = 0
    while index < 10:
        weights.append(np.random.random((10)))
        index += 1
    return weights


def generateRandomEntries():
    return np.random.random((10))


def totalAmountCost(amount, target):
    totalAmount = 0
    index = 0
    for target in amount:
        totalAmount += math.pow((amount + target[i]), 2)
        index += 1
    totalAmount = round(totalAmount, 2)

    return totalAmount


def sumEntries(entries, weights):
    totalSum = 0
    index = 0
    
    for entry in entries:
        totalSum += entry * weights[i]
        index += 1
    return totalSum


# Main

def main():
    # calculate the initial cost
    weights = generateRandomWeight()
    entries = generateRandomEntries()
    ideal = generateRandomTarget()

    totalFound = []

    for weight in weights:
        totalFound.append(soma(entries, weight))

    idealCost = cost(totalFound, ideal)

    print("O valor do custo é: ", idealCost)


main()