Big(o)

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let firstArr = ["Haresh"] let secArr = ["Haresh","Hitesh","Jay"] let bigArr = new Array(1000000).fill("Haresh Lakhwani") /* Linear Time O(n) : Number of operation grows with number of inputs : THE MORE NUMBER OF INPUT THE MORE TIME IT WILL TAKE TO PERFORM THOSE OPERATION : EX */ // Time Complexity O(1) => 1 input 1 operation => O(n) for(let i=0 ; i < firstArr.length ; i++){ if(firstArr[i] === "Haresh"){ console.log("Found Haresh") } } // Time Complexity O(3) => 3 input 3 operation => O(n) for(let i=0 ; i < secArr.length ; i++){ if(firstArr[i] === "Jay"){ console.log("Found Jay") } } // Time Complexity O(1000000) => 1000000 input 1000000 operation => O(n) for(let i=0 ; i < bigArr.length ; i++){ if(firstArr[i] === "Hitesh"){ console.log("Found Hitesh") } } /* O(1) Constant time : Number of operations are not depended on number of inputs so no matter how big or small inputs get number of operations are always going to fix */ const boxes = [0,1,2,3,4,5,6,7,8] // Number of operation O(1) => O(1) => CONSTANT TIME BECAUSE NUMBER OF OPERATION DOES NOT DEPENDS ON INPUTS function findFirstBox(){ console.log(boxes[0]) } // Number of operation O(2) => O(1) => CONSTANT TIME BECAUSE NUMBER OF OPERATION DOES NOT DEPENDS ON INPUTS function findFirstAndSecBox(){ console.log(boxes[0]) console.log(boxes[1]) } // Number of operation O(2) => O(1) => CONSTANT TIME BECAUSE NUMBER OF OPERATION DOES NOT DEPENDS ON INPUTS function findFirstAndLastBox(){ console.log(boxes[0]) console.log(boxes[boxes.length -1]) } findFirstBox() findFirstAndSecBox() findFirstAndLastBox()
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