Neighborhood Theft

hardcodingAlgorithmsDynamic Programming

Overview

You are a professional robber planning to rob houses along a street. Each house has a certain amount of money stashed. The only constraint stopping you from robbing every house is that adjacent houses have security systems connected — if two adjacent houses are broken into on the same night, the police will be alerted.

Given an array nums representing the amount of money in each house, return the maximum amount you can rob without alerting the police (i.e., without robbing two adjacent houses).

Implement robHouses(nums).

Constraints

  • 0 ≤ nums.length ≤ 100
  • 0 ≤ nums[i] ≤ 400
  • You cannot rob two adjacent houses.
  • Aim for $O(n)$ time, $O(1)$ space.

Examples

robHouses([1, 2, 3, 1]);
// → 4  — rob house 0 (1) + house 2 (3)

robHouses([2, 7, 9, 3, 1]);
// → 12  — rob house 0 (2) + house 2 (9) + house 4 (1)

robHouses([2, 1, 1, 2]);
// → 4  — rob house 0 (2) + house 3 (2)

Notes

  • Classic DP: at each house, decide to rob it (add its value to the max up to two houses back) or skip it (carry forward the max from the previous house).
  • dp[i] = max(dp[i-1], dp[i-2] + nums[i])
  • Only two variables needed — no array required.

Solution

Reveal solution
function robHouses(nums) {
  if (nums.length === 0) return 0;
  if (nums.length === 1) return nums[0];

  let prev2 = 0;
  let prev1 = 0;

  for (const num of nums) {
    const curr = Math.max(prev1, prev2 + num);
    prev2 = prev1;
    prev1 = curr;
  }

  return prev1;
}

Resources

NameTopicDifficulty
Add BinaryAlgorithmseasyBalanced Binary TreeAlgorithmseasyBalanced BracketsAlgorithmseasyBinary SearchAlgorithmseasyBinary Search Tree Lowest Common AncestorAlgorithmseasyBinary Tree Maximum DepthAlgorithmseasyBinary Tree SubtreeAlgorithmseasyBit CountingAlgorithmseasyBit ReversalAlgorithmseasyCount Set Bits in a Binary NumberAlgorithmseasyDiameter of Binary TreeAlgorithmseasyFind Duplicates in ArrayAlgorithmseasyFirst Bad VersionAlgorithmseasyFlip Binary TreeAlgorithmseasyFlood FillAlgorithmseasyLinked List Detect CycleAlgorithmseasyLinked List ReversalAlgorithmseasyLinked Lists Combine Two SortedAlgorithmseasyLongest PalindromeAlgorithmseasyMiddle of the Linked ListAlgorithmseasyMost Common ElementsAlgorithmseasyOptimal Stock TradingAlgorithmseasyPair SumAlgorithmseasyRansom NoteAlgorithmseasyStaircase Climbing CombinationsAlgorithmseasyString AnagramAlgorithmseasyString PalindromeAlgorithmseasy01 MatrixAlgorithmsmediumAccounts MergeAlgorithmsmediumArray Product Excluding CurrentAlgorithmsmediumBinary Search Tree Kth Smallest ElementAlgorithmsmediumBinary Tree Level Order TraversalAlgorithmsmediumBinary Tree Rebuilding from Preorder and Inorder TraversalsAlgorithmsmediumBinary Tree Right Side ViewAlgorithmsmediumCombinations for Target SumAlgorithmsmediumCount Islands in a GridAlgorithmsmediumCourse DependencyAlgorithmsmediumDecode MessageAlgorithmsmediumDisjoint IntervalsAlgorithmsmediumDistinct Paths in GridAlgorithmsmediumEvaluate Reverse Polish NotationAlgorithmsmediumFind All Anagrams in a StringAlgorithmsmediumFind Element in Rotated ArrayAlgorithmsmediumFind the Longest Palindromic SubstringAlgorithmsmediumFind Word in GridAlgorithmsmediumGraph CloneAlgorithmsmediumGraph Count Connected ComponentsAlgorithmsmediumIs the Graph a TreeAlgorithmsmediumK Closest Points to OriginAlgorithmsmediumLetter Combinations of a Phone NumberAlgorithmsmediumLongest Increasing SubsequenceAlgorithmsmediumLongest Non-repeating SubstringAlgorithmsmediumLongest Repeating Substring After ReplacementsAlgorithmsmediumLowest Common Ancestor of a Binary TreeAlgorithmsmediumMatrix RotationAlgorithmsmediumMatrix Spiral TraversalAlgorithmsmediumMatrix ZeroingAlgorithmsmediumMaximum Sum in Contiguous ArrayAlgorithmsmediumMaximum Water Trapped Between WallsAlgorithmsmediumMerge New IntervalAlgorithmsmediumMerge Overlapping IntervalsAlgorithmsmediumMinimum Coins for ChangeAlgorithmsmediumMinimum Height TreesAlgorithmsmediumPalindromic SubstringsAlgorithmsmediumPartition Equal Subset SumAlgorithmsmediumPermutationsAlgorithmsmediumRotting OrangesAlgorithmsmediumSegment WordsAlgorithmsmediumSort ColorsAlgorithmsmediumString Anagram GroupsAlgorithmsmediumString to Integer (atoi)AlgorithmsmediumSubsetsAlgorithmsmediumSum Without AdditionAlgorithmsmediumTask CoordinationAlgorithmsmediumTrie (Prefix Tree)AlgorithmsmediumTriplet SumAlgorithmsmediumValidate Binary Search TreeAlgorithmsmediumBasic CalculatorAlgorithmshardBinary Tree EqualAlgorithmshardBinary Tree Maximum Total PathAlgorithmshardDelete Nth Node from End of Linked ListAlgorithmshardEnd of Array ReachableAlgorithmshardExtraterrestrial LanguageAlgorithmshardFind Missing Number in SequenceAlgorithmshardFind Words in GridAlgorithmshardLargest Rectangle in HistogramAlgorithmshardLinked Lists Combine K SortedAlgorithmshardLongest Common SubsequenceAlgorithmshardLongest Consecutive Number SequenceAlgorithmshardMaximum Product in Contiguous ArrayAlgorithmshardMaximum Profit in Job SchedulingAlgorithmshardMeeting CalendarAlgorithmshardMinimum Meeting Rooms NeededAlgorithmshardNeighborhood TheftAlgorithmshardNeighborhood Theft (Circular)AlgorithmshardNumber Stream MedianAlgorithmshardOcean FlowAlgorithmshardRearrange Linked ListAlgorithmshardShortest Substring Containing CharactersAlgorithmshardSmallest Element in Rotated Sorted ArrayAlgorithmshardTrapping Rain WaterAlgorithmshardWord FinderAlgorithmshardWord LadderAlgorithmshard
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