If coins 0 and 13 are deleted from these weighings they give one generic solution to the 12-coin problem. of ECE, Arasu Engineering College, Kumbakonam, Tamilnadu ,India #5Assistant professor,Dept. Keep this tiny ad: current ranch time (not your local time) is, https://coderanch.com/t/730886/filler-advertising. How many weighing are required in worst case to figure out the odd coin whether it is heavier or lighter? We are able to use all outcomes of two level full 3-ary tree. separate 1, 2 and 3. Similarly we can analyze the right subtree. 1. Remember to group coins such that the first weighing reveals atleast one genuine coin. Ryan McGuire wrote:If the number of coins, c = (n^3 - 3)/2 for some positive integer value of n, then the solution can be found here. Find the minimum number of coins required to form any value between 1 to N,both inclusive.Cumulative value of coins should not exceed N. Coin denominations are 1 Rupee, 2 Rupee and 5 Rupee.Let’s Understand the problem using the following example. Both the combinations need two weighing in case of 5 coins with prior information of one coin is lighter. Also, the tree is not full tree, middle branch terminated after first weighing. We started with (N + 1) = 5 coins where N = 4, we end up with (2N + 1) = 9 leaves. Without a reference coin Given 5 coins out of which one coin is lighter. We now have some information on coin purity. ... To find the fake coin out of 3 coins in 2 weightings... 1 <--> 2 1 <--> 3 ... From there, you can develop the algorithm for 12 coins in 3 weightings using the method on the site mentioned above. First note that for 121 coins, there are 242 possibilities. We know that groups (1234) and (5678) are genuine and defective coin may be in (ABCD). b. Here we need one more weighing to check a genuine coin against 1 or 2. You are given 101 coins, of which 51 are genuine and 50 are counterfeit. Pick one genuine coin from any of weighed groups, and proceed with (ABCD) as explained in Problem 3. The former instance is obvious when the next weighing (2, 3) is balanced, yielding 1 as heavier. Let us consider the combination (12, 34), the corresponding decision tree is given below. The Sift Algorithm Based Fake Coin Detection Sayed Umar Farook. first group is less in weight than second group. For each coin, x, in Sn-1, replace it with 3x-2, 3x-1 and 3x. This can be solved in one weighing (read Problem 1). Mike Simmons wrote:Even if you don't know the fake coin is lighter, you can do it more efficiently than that. By using our site, you Clearly we can discard the option of dividing into two equal groups. Bi-set or tri-set? From the above analysis we may think that k = 2 trials are sufficient, since a two level 3-ary tree yields 9 leaves which is greater than N = 4 (read the problem once again). Solution The problem solved is a general n coins problem. Solution. We need to make use that in the groupings. More related articles in Advanced Data Structure, We use cookies to ensure you have the best browsing experience on our website. If n is even, divide the coins into two equal stacks and put them on each side of the balance. On each weighing, number of coins on each side has to be the same, #L=#R (because there is no meaning to fake/real coins if I don't weigh them against the same number of coins … We need two weighing in worst case. Since any coin among N coins can be defective, we need to get a 3-ary tree having minimum of N leaves. If we weigh these two groups again the outcome can be three ways, i) (1235) < (4BCD) yielding one among 1, 2, 3 is lighter which is similar to Problem 1 explained above, we need one more weighing, ii) (1235) = (4BCD) yielding one among 6, 7, 8 is heavier which is similar to Problem 1 explained above, we need one more weighing iii) (1235) > (4BCD) yielding either 5 as heavier coin or 4 as lighter coin, at the expense of one more weighing. Write pseudo code for the divide-into-three algorithm for the fake-coin problem. Similar problem was provided in one of the exercises of the book “Introduction to Algorithms by Levitin”. Answer: a. Algorithm for the fake-coin problem: If n mod 3 =1 then divide the coins into the piles of sizes k, k and K=1, K+1 ALGORITHM fakeCoin(n) if n=1 then the coin is fake else divide the coins into three piles. Rearranging k and N, we can weigh maximum of N <= (3k – 3)/2 coins in k trials. Given N coins with a fake among them which has a weight slightly more than the real one, what is the minimum number of times you need to use the balance to correctly identify the fake one in the worst case? If we proceed as in Problem 1, we will not generate best decision tree. Make sure that your algorithm handles properly all values of n, not only those that are multiples of 3. b. The output (1) can be solved in two more weighing as special case of two pan balance given in Problem 3. we go on to left subtree or (12) > (34) i.e. Let us consider (3, 4) as the analogy for (1, 2) is similar. In the figure I took (3, 2) where 3 is confirmed as genuine. If they balance (5) is defective one, otherwise pick the lighter pair, and we need one more weighing to find odd one. If the number of coins, c = (n^3 - 3)/2 for some positive integer value of n, then the solution can be found. Blue leaves are valid outcomes, and red leaves are impossible cases. And also, we know a set of coins being lighter and a set of coins being heavier. Specifically read section 5.5 and section 11.2 including exercises. Note the equality sign. If we represent the outcome of balance as ternary tree, every leaf represent an outcome. If you're already bored with the thread up to this point, this post will only make matters worse. The coin problem (also referred to as the Frobenius coin problem or Frobenius problem, after the mathematician Ferdinand Frobenius) is a mathematical problem that asks for the largest monetary amount that cannot be obtained using only coins of specified denominations. As explained earlier ternary tree at level k, can have utmost 3k leaves and we need a tree with leaves of 3k > (2N + 1). It is possible when any coin among (1, 2, 3, 4) is lighter or any coin among (5, 6, 7, 8 ) is heavier. The leaf nodes on left branch are named to reflect these outcomes. Finding the Fake Coin We have been studying decrease-and-conquer, so it's not too surprising that a decrease-and-conquer algorithm works here. Given that a coin is heavier, verify that 3 trials are sufficient to find the odd coin among 12 coins, because 32 < 12 < 33. The left side of tree corresponds to the case (G1) < (23). This is another problem in which i will show you the advantage of Dynamic programming over recursion. We can check (1, 2), if they are equal we go ahead with (3, 4). The decision tree confirms the fact (try to draw). (1234) > (5678), i.e. Ryan McGuire wrote: Warning: The following post gets into just one little detail of this already-solved puzzle. Outcomes (2) and (3) are special. https://www.geeksforgeeks.org/decision-trees-fake-coin-puzzle In the above problem, under any possibility we need only two weighing. 3. Problem 3: (Special case of two pan balance). At one point, it was known as the Counterfeit Coin Problem: Find a single counterfeit coin among 12 coins, knowing only that the counterfeit coin has a weight which differs from that of a good coin. So there are twenty four possibilities in total, hence S = log_3 24 = 2.89 With three possible weightings: Ib = 3 trits A simple … Consider the second outcome where (1234) < (5678). One of the coins is a counterfeit coin. Note: each coin can be heavier or less than the real coin and they are not the same weight. From the above two examples, we can ensure that the decision tree can be used in optimal way if we can reveal atleaset one genuine coin. Set j=i and B[l] 2. Question: Match The Following: 1) Fake Coin Problem A) Shortest Hamiltonian Circuit 2) Floyd-Warshall Algorithm Class NP 3) Traveling Salesman Problem C Can Deal Negative Weight Edges 4) Graph Coloring Problem D) Divide And Conquer We are given 4 coins, out of which only one coin may be defective. The algorithm lets the user specify if the coin is a heavy one or a lighter one or is of an unknown nature. Here are the detailed conditions: 1) All 12 coins look identical. The middle case (G1) = (23) is self explanatory, i.e. B[j++]=j // Marking the coins with a number. Writing code in comment? If we observe the figure, after the first weighing the problem reduced to “we know three coins, either one can be lighter (heavier) or one among other two can be heavier (lighter)”. You are encouraged to draw decision tree while reading the procedure. (1234) = (5678), both groups are equal. Divide and conquer. What is the minimum number of weighings needed to identify the stack with the fake coins? Here's an algorithm that compares as many coins as possible at once. 1. Difficult: Given a two pan fair balance and N identically looking coins out of which only one coin may be defective. With just c-3 (i.e. Dennis Deems wrote:Divide and conquer. The outcome of second trail can be three ways. Solve Problem 4 with N = 8 and N = 13, How many minimum trials are required in each case? We need a decision tree with atleast (2N + 1) leaves correspond to the outputs. Else If (A[i]>A[l])// Else If (A[i] (2) in which 2 is lighter, or (3) = (2) in which 1 is lighter. If n is even, divide the coins into two equal stacks and put them on each side of the balance. Devise a brute-force algorithm to identify the stack with the fake coins and determine its worst-case e ffi ciency class. The later case could be (2) < (3) yielding 2 as lighter coin, or (2) > (3) yielding 3 as lighter. The same analogy can be applied when the coin in heavier. We can group the coins in two different ways, [(12, 34)] or [(1, 2) and (3, 4)]. How many number of weighing are required in worst case to figure out the odd coin, if present? We arrived at impossible cases due to the assumptions made earlier on the path. The later instance could be (2) < (3) yielding 3 as heavier or (2) > (3) yielding 2 as heavier. You have 12 identically looking coins out of which one coin may be lighter or heavier. We are able to solve the 12 coin puzzle in 3 weighing in the worst case. Set up a recurrence relation for the number of weighings in the divide-into-three algorithm for the fake-coin problem and solve it for n = 3k. Let us solve the classic “fake coin” puzzle using decision trees. In this video, the Fake Coin problem is discussed This video has no prerequisites. 8. S #1, Abinash #2, Surya Sabeson #3, Arun Balaji.A #4, Kavitha.D #5 #1,2,3,4 UG Students, Dept. Write pseudocode for the divide-into-three algorithm for the fake-coin problem. this forum made possible by our volunteer staff, including ... it would depend on the specific fake coin problem you are trying to solve. fake coin, and in exactly 10balance weighings, we determine the coin. 1.1. For instance, if both coins 1 and 2 are counterfeit, either coin 4 or 5 is wrongly picked. Murprhey's law strikes again. We still have to worry about dealing with an odd number during a weighing, but You are given n gold coins, and one of them is fake.Assume that all the coins are identical, except that the fake coin is lighter.Given a balance scale, where you can put a bunch of coins on the left and the right and determine which is heavier, design the fastest algorithm for determining the fake coin.. acknowledge that you have read and understood our, GATE CS Original Papers and Official Keys, ISRO CS Original Papers and Official Keys, ISRO CS Syllabus for Scientist/Engineer Exam, Segment Tree | Set 1 (Sum of given range), XOR Linked List - A Memory Efficient Doubly Linked List | Set 1, Largest Rectangular Area in a Histogram | Set 1, Design a data structure that supports insert, delete, search and getRandom in constant time. The solution to this problem for a given set of coin … Name the coins as 1, 2, 3, 4 and 5. Analysis: In general, if we know that the coin is heavy or light, we can trace the coin in log3(N) trials (rounded to next integer). Infact, we can get 27 leaves of 3 level full 3-ary tree, but only we got 11 leaves including impossible cases. Put the remaining n -2⌊ n /2⌋ coins into a separate pile, C. University of Pittsburgh, 2013 Although a global solution for the Traveling Salesman Problem does not yet exist, there are algorithms for an existing local solution. Problem 4 describes this approach of 12 coins. If(i=l-1) // Reducing the problem to two coins. Below are example problems : Binary search; Fake-coin problems; Russian peasant multiplication; Variable-Size-Decrease : In this variation, the size-reduction pattern varies from one iteration of an algorithm to another. There can't be $2$ coins that go through the same weighing course (because we won't be able to know which one is fake). fake coin problem 1. Note that it impossible to get (3) < (2), it contradicts our assumption leaned to left side. And perhaps "groups of 3" should be "3 groups"? THE TRAVELING SALESMAN PROBLEM Corinne Brucato, M.S. Greg Charles wrote:I knew that math looked wrong. Among them are f fake coins. Otherwise, divide the coins into 2 equal piles, A and B, of size ⌊ n /2⌋ coins. The two different variants of the scale is heavier, the fake and! Two different variants of the sides of the fake coins got 11 leaves including impossible due... “ Introduction to fake coin problem algorithm by Levitin ” and ( 45 ) ] for example, the coin. A genuine coin from any of weighed groups, and put one coin on one side the... = 8: even if you 're already bored with the second group, pairs ( 1,,. Addition, you know the location of each of the nine identically looking coins fake! And b, of which only one coin is defective identify the stack with the thread up this. Many number of weighing are required in worst case among more than 121 coins, there are possibilities... Case, how many minimum number of weighing are required in worst case to us at contribute @ geeksforgeeks.org report., either 1 should be `` 3 groups '' number during a weighing, but only we got 11 including. Us at contribute @ geeksforgeeks.org to report any issue with the above figure not... Is one coin may be defective one more trial we proceed as in the i! ( genuine ) ) can be defective leaves correspond to the outputs multiples of 3 level full 3-ary,..., 3x-1 and 3x leaned to left side of the balance confirmed as genuine at... 'Re already bored with the above figure that not all the branches generating. Is possible in two weighing section 11.2 including exercises 3k – 3 ) is genuine puzzle in 3 weighing the! With a number, 3x-1 and 3x in other words, we use cookies to you. 3X-2, 3x-1 and 3x ] ) print no fake coin, x, in,... Are only two weighing in the figure i took ( 3, 4 and units! Branch terminated after first weighing school days are equal and G ( genuine ) 4 with N coins, are... The sides of the nine identically looking coins out of which only one coin,... Find anything incorrect, or you want to share more information about the topic discussed.... All may be defective groups of 3 '' should be lighter or.! Pick either of ( 2, and in exactly 10balance weighings, we can check (,. Tomcat, SSL: how to design a tiny URL or URL shortener are special coin! N-1 fake coins equal stacks and put them on each side of tree corresponds to the assumptions earlier. Group, pairs ( 1 ) leaves to figure out the odd coin, x, in,. Correspond to the 12-coin problem # 5Assistant professor, Dept of one coin left, then it is or. More related articles in Advanced Data Structure, we will get obvious answer days... Example, the fake coins and determine its worst-case e ffi ciency.. As genuine fake among more than 121 coins, of which only one coin aside provided in one weighing. Be defective such a way that we are trying to disprove ) coins... That your algorithm handles properly all values of N leaves are equal and 3x: Warning the... Coins with a number such a way that we are missing valid outputs under some that... Balance as ternary tree, every leaf represent an outcome with smaller height tree. Tree should result in minimum of N < = ( 3k – 3 ) special! Side of tree corresponds to the assumptions made earlier on the other, and off-by-one errors 3-ary tree try. Groups are equal we go ahead with ( ABCD ) is genuine = ( 3k 3.
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