Arrays (Continue) Sorting and searching. outlines Sorting – Bubble sort Linear search – min and max Binary search

Arrays (Continue)

Sorting and searching

outlines

• Sorting – Bubble sort

• Linear search– min and max

• Binary search

Sort

Bubble Sort

Sorting

• Sorting takes an unordered collection and makes it an ordered one.

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"Bubbling Up" the Largest Element

• Traverse a collection of elements– Move from the front to the end– “Bubble” the largest value to the end using pair-

wise comparisons and swapping

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Swap42 77




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Swap12 77




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No need to swap




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Largest value correctly placed

The “Bubble Up” Algorithm

for(int i = 0; i<A.length; i++) { for(int j = 0; j < A.length-1; j++) { if(A[j]>A[j+1]) { temp= A[j]; A[j]=A[j+1]; A[j+1]=temp;

} } }

Items of Interest

• Notice that only the largest value is correctly placed

• All other values are still out of order• So we need to repeat this process

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Largest value correctly placed

Repeat “Bubble Up” How Many Times?

• If we have N elements…

• And if each time we bubble an element, we place it in its correct location…

• Then we repeat the “bubble up” process N – 1 times.

• This guarantees we’ll correctly place all N elements.

“Bubbling” All the Elements

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N -

1

Reducing the Number of Comparisons

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for(int i = 0; i<A.length; i++) { for(int j = 0; j < A.length-1; j++) { if(A[j]>A[j+1]) { temp= A[j]; A[j]=A[j+1]; A[j+1]=temp; }

} }

Already Sorted Collections?

• What if the collection was already sorted?• What if only a few elements were out of

place and after a couple of “bubble ups,” the collection was sorted?

• We want to be able to detect this and “stop early”!

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Using a Boolean “Flag”

• We can use a boolean variable to determine if any swapping occurred during the “bubble up.”

• If no swapping occurred, then we know that the collection is already sorted!

• This boolean “flag” needs to be reset after each “bubble up.”

Add flag to reduce the number of iterations

Boolean swap = false;for(int i = 0; i<A.length && !swap; i++) { boolean swap = false; for(int j = 0; j < A.length-1; j++) { if(A[j]>A[j+1]) { temp= A[j]; A[j]=A[j+1]; A[j+1]=temp; swap = true;

} } }

An Animated Example

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A.length 8 swap true

An Animated Example

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to_do

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A.lenght 8 did_swap false

An Animated Example

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to_do

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N 8

Swap

did_swap false

An Animated Example

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to_do

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N 8

Swap

did_swap true

An Animated Example

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A.length 8 did_swap true

An Animated Example

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to_do

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N 8

Swap

did_swap true

An Animated Example

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A.length 8

Swap

did_swap true

An Animated Example

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An Animated Example

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A.lengt 8

Swap

swap true

An Animated Example

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A.lengt 8

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swap true

An Animated Example

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A.lengt 8 swap true

An Animated Example

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A.length 8

Swap

did_swap true

An Animated Example

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A.length 8

Swap

did_swap true

An Animated Example

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A.lengt 8 swap true

An Animated Example

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A.lengt 8

Swap

swap true

An Animated Example

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A.length 8

Swap

did_swap true

An Animated Example

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An Animated Example

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A.lengt 8

Swap

swap true

An Animated Example

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A.lengt 8

Swap

swap true

An Animated Example

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A.lengt 8 swap true

An Animated Example

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Swap

swap true

An Animated Example

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Swap

swap true

After First Pass of Outer Loop

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Finished first “Bubble Up”

swap true

The Second “Bubble Up”

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A.length 8 swap false


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No Swap


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Swap


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Swap


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Swap


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Swap


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to_do

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No Swap


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to_do

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N 8 swap true


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to_do

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N 8 swap true

Swap


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Swap


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N 8 swap true

Swap


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to_do

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N 8 swap true

Swap

After Second Pass of Outer Loop

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N 8 swap true

Finished second “Bubble Up”

The Third “Bubble Up”

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Swap


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A.lengt 8 swap true

Swap


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A.lengt 8 swap true

Swap


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to_do

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N 8 did_swap true


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No Swap


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Swap


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Swap


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Swap


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Swap

After Third Pass of Outer Loop

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Finished third “Bubble Up”

The Fourth “Bubble Up”

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Swap


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to_do

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N 8 did_swap true

Swap


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No Swap


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No Swap


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No Swap

After Fourth Pass of Outer Loop

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Finished fourth “Bubble Up”

The Fifth “Bubble Up”

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A.lenght 8 swap false

No Swap


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No Swap


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Finished “Early”

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A.lengt 8 swap false

We didn’t do any swapping,so all of the other elementsmust be correctly placed.

We can “skip” the last twopasses of the outer loop.

Bubble sort Summary• “Bubble Up” algorithm will move largest value to

its correct location (to the right)• Repeat “Bubble Up” until all elements are

correctly placed:– Maximum of N-1 times– Can finish early if no swapping occurs

• We reduce the number of elements we compare each time one is correctly placed

Linear search

Use linear to seach and value is contained in one array.

Searching for x in an array a

Searching for x in an array a for(int i = 0; i < a.length; ++ i) { if (a[i] == x) System.out.println(“true”); }

Finding the minimal value in array

int minValue = a[0]; int minIndex = 0; for(int i = start + 1; i < end; i ++) { if (a[i] < minValue) { minValue = a[i]; minIndex = i; }

Finding the minimal value in array

int maxValue = a[0]; int maxIndex = 0; for(int i = start + 1; i < end; i ++) { if (a[i] > maxValue) { maxValue = a[i]; maxIndex = i; }

Binary search for a value in array Searching if x is in array a. We assume a is sorted in ascending order. int start = 0; int end = a.length - 1; boulean found = flase while (start <= end) { int m = (start + end)/2; if (x == a[m]) {found =false;} else if (x < a[m]) { end = m - 1;} else { start = m + 1; } }

summary

• Buble sort • Learnear search • Binary sort

Documents

Arrays (Continue) Sorting and searching. outlines Sorting – Bubble sort Linear search – min and max Binary search