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Javascript House Robber
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var home_values = [10, 20, 30, 40, 50]; | |
//var home_values = [10,5,2,12]; | |
var home_count = home_values.length; | |
function rob_recursive(count, nums) { | |
//base case | |
if(count === 0) return 0; | |
if(count === 1) return nums[0]; | |
if(count === 2) return Math.max(nums[0], nums[1]); | |
var maxValue = 0; | |
maxValue = Math.max(maxValue, rob_recursive(count - 1, nums)); | |
//Next we run the second recursive call. case for when we do steal house "i" | |
for(var i = count - 2; i >= 0; i--) { | |
//note nums[count - 1] is the value of the last index or house "i" | |
maxValue = Math.max(maxValue, rob_recursive(i, nums) + nums[count - 1] ); | |
} | |
return maxValue; | |
} | |
var maxValue = rob_recursive(home_count, home_values); | |
console.log("Recursive Solution: " + maxValue); | |
function rob_dp(count, nums) { | |
//base cases. So this to prevent loop from ever firing if count is <= 2 | |
if(count === 0) return 0; | |
if(count === 1) return nums[0]; | |
if(count === 2) return Math.max(nums[0], nums[1]); | |
//define an array F to hold max returns. this will be out table | |
var F = []; | |
F[0] = nums[0]; | |
F[1] = Math.max(nums[0], nums[1]); | |
var length = nums.length; | |
for(var i = 2; i < length; i++) { | |
F[i] = Math.max(nums[i] + F[i - 2], F[i - 1]); | |
} | |
//return the last index | |
return F[count - 1]; | |
} | |
var maxValue = rob_dp(home_count, home_values); | |
console.log("Dynamic Programming Solution: " + maxValue); | |
/* | |
Bonus: this final method makes it easier to understand. Do take a look at it | |
This is neither recursive or DP. | |
*/ | |
function rob(n, num) { | |
var prevEvenMax = 0; | |
var prevOddMax = 0; | |
for (var i = 0; i < n; i++) { | |
if (i % 2 === 0) { | |
prevEvenMax = Math.max(prevEvenMax + num[i], prevOddMax); | |
} | |
else { | |
prevOddMax = Math.max(prevEvenMax, prevOddMax + num[i]); | |
} | |
} | |
return Math.max(prevEvenMax, prevOddMax); | |
} | |
var otherSolution = rob(home_count, home_values); | |
console.log("Other Solution: " + otherSolution); |
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