CLETAB - Editorial

aug14
cletab
editorial
greedy
simple
#1

PROBLEM LINK:

Practice
Contest

Author: Vinayak Garg
Tester: Praveen Dhinwa and Hiroto Sekido
Editorialist: Lalit Kundu

DIFFICULTY:

Simple

PREREQUISITES:

Greedy Algorithms, Simulation

PROBLEM:

You have N(<201) tables for costumers. M(<401) constumers will place orders. Each customer will place an order and if he is not already seated, a table will be cleaned and will be given to him. If no tables are empty some customer(of your choice) will be asked to leave and the new costumer will be placed on the empty table after cleaning. You are given the sequence in which customers place their orders. Find the minimum number of tables that must be cleaned.

EXPLANATION:

Let’s say a customer comes with an order:

If he is already seated, do nothing. We don’t have to clean a table.

If not seated, two cases arrive:

  1. Empty table is available: We clean the table and give a table to him. Any empty table will work.
  2. No empty table is available: We have to remove someone from the table. We would prefer to remove someone who doesn’t places an order in future. If such customers are seated, we can remove anyone from them. If we remove someone who will order in future, we’ll have to clean one extra table which we won’t have to if we pick greedily. If no such customer is present who’ll NOT order in future, we’ll pick a customer who will order in future in farthest of time. This will ensure that minimum number of swaps are to be made.

Once the greedy approach is clear, implementation is very easy. It can be solved in O(N*M). Using heaps/priority queue we can also solve in O(N log M).

Links: The theoretically optimal page replacement algorithm.

AUTHOR’S AND TESTER’S SOLUTIONS:

Author’s solution
Tester’s solution

#2

In 2nd case, when no tables are available, what if we ask that particular customer to leave, who will be giving the order least number of times after that? Why choose someone who will give the order farthest in time? Can you prove why it is correct?

#3

In 2nd case, when no tables are available, what if we ask that particular customer to leave, who will be giving the order least number of times after that? Why choose someone who will give the order farthest in time? Can you prove why it is correct?

#4

@ ketanhwr Thumbs up! I’ve done the same way.
@ Editorialist I don’t know if I can ask this here. Can you give me a test case which differentiates your approach with the one mentioned by ketanhwr ?

#5

@ketanhwr and @sunny210. Hope this helps.

Take the case:
1

2 10

1 2 3 1 3 1 3 1 3 2 2 2 2 2

Your approach:

–

1-

12

32

12

32

12

32

12

32

rest will be same. Thats 9 cleaning jobs.

Optimal approach:

–

1-

12

13

nothing till

23

Thats just 4 jobs. I guess my hands are more tired typing this than the guy cleaning tables. :slight_smile:

#6

Can someone help me.
I got 19 WA.:’(
Algo:
Same as Editorial.
:’(

http://www.codechef.com/viewsolution/4542472

#7

1

3 20

7 0 1 2 0 3 0 4 2 3 0 3 2 1 2 0 1 7 0 1

output

9

#8

Even I implemented the same Optmal age Replacemennt Algo, and for commented test cases too its working correctly. Can somebody tell me where I am wrong.

Here is my solution:
http://www.codechef.com/viewsolution/4480487

#9

http://www.codechef.com/viewsolution/4515928
Problem with this?

#10

It would be of great help if any one could provide some tricky test cases or find the error:
http://www.codechef.com/viewsolution/4497989

I used set to maintain the customers currently occupying the table
And array of queues to store the future positions of customers

#11

Simply implement the
optimal page replacement algorithm

#12

can anyone please tell me why iam getting wrong answer ALGO is same as editorial

http://www.codechef.com/viewsolution/4544011

#13

Hi

Can someone pls provide me the corner case for which my code is giving wrong ans

public static void main(String[] args) throws IOException {
	st = new StringTokenizer(br.readLine());

	int numberOfTestCase = Integer.parseInt(st.nextToken());

	for (int i = 0; i < numberOfTestCase; i++) {
		st = new StringTokenizer(br.readLine());
		int noOfTables = Integer.parseInt(st.nextToken());
		int noOfOrders = Integer.parseInt(st.nextToken());
		List<Integer> orders = new ArrayList<Integer>();
		st = new StringTokenizer(br.readLine());
		int count = 0;
		List<Integer> list = new ArrayList<Integer>();
		while (st.hasMoreElements()) {
			int orderNumber = Integer.parseInt(st.nextToken());
			list.add(orderNumber);
		}
		for (int j = 0; j < noOfOrders; j++) {
			if (orders.size() == noOfTables) {
				if (!orders.contains(list.get(j))) {
					int temp = 0;
					int found = -1;
					Map<Integer, Integer> map = new HashMap<Integer, Integer>();
					for (int o : orders) {
						boolean present = false;
						int count1 = 0;
						for (int r = j+1 ; r < list.size(); r++) {
							if (list.get(r) == o) {
								present = true;
								count1++;
								map.put(count1, o);
							}

						}
						if (!present) {
							found = 0;
							break;
						}
						temp++;

					}
					if (found != 0) {
						Map<Integer, Integer> m = sortByKeys(map);
						Object myKey = m.keySet().toArray()[0];
						temp = orders.indexOf(m.get(myKey));

					}

					orders.set(temp, list.get(j));
					count++;
				}
			} else {
				if (!orders.contains(list.get(j))) {
					orders.add(list.get(j));
					count++;
				}
			}
		}
		log.write("" + count);
		log.newLine();
		log.flush();

	}
}

@SuppressWarnings({ "rawtypes", "unchecked" })
public static <K extends Comparable, V extends Comparable> Map<K, V> sortByKeys(
		Map<K, V> map) {
	List<K> keys = new LinkedList<K>(map.keySet());
	Collections.sort(keys);

	// LinkedHashMap will keep the keys in the order they are inserted
	// which is currently sorted on natural ordering
	Map<K, V> sortedMap = new LinkedHashMap<K, V>();
	for (K key : keys) {
		sortedMap.put(key, map.get(key));
	}

	return sortedMap;
}
#14

For all “Whats wrong with my approach” questions, here is a python script to generate input file

from sys import stdout
from random import randint 
T = randint(1,100)
stdout.write(str(T)+"
")
while T:
    N = randint(1,200)
    M = randint(1,400)
    stdout.write(str(N)+" "+str(M)+"
")
    while M:
        stdout.write(str(randint(1,400))+" ")
        M = M-1
    stdout.write("
")
    T = T-1
    
Commands:
python generator.py > input
cat input| ./a.out > output
cat input| ./c.out > outputcorrect
diff output outputcorrect

Take any successfull solution compile it. Compile your solution and compare output of both. And seriously, stop expecting people to debug your code for you. Very few people have the time and commitment for that. Learn to debug yourself.

You can tweak the parameters to generate smaller testcases that you can debug with pen and paper.

#15

Ok, I deduced the “farthest of time” thing after I was doing something with frequency, but still I kept getting WA even when I used Deque for same implementation. Can I please get the test file or case for which my code fails, I am pretty sure it is correct.
WA, CLETAB

#16

@gkcs Thanks! I now understood it!

#17

For all those who want a tricky test case,
take this one

1

3 20

7 0 1 2 0 3 0 4 2 3 0 3 2 1 2 0 1 7 0 1

ans is 9
:slight_smile:

#18

My accepted solution is here:-
http://www.codechef.com/viewsolution/4565844
Can anybody comment on this solution regarding its quality and improvement?
Thanks a lot!!!

#19

Can someone please explain the need for seen_before vector used in the author’s solution

#20

http://www.codechef.com/viewsolution/4551310
plzz anyone help me of why i m getting WA