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The running time might not be obvious, because edges are switched on and off during execution, but we do know that one pair is added to the matching in each iteration, so the number of iterations is O(n), for n nodes Assuming m edges, the search for an augmenting path is basically a traversal of a connected component, which is O(m) In total, then, the running time is O(nm) Listing 10-1 Finding a Maximum Bipartite Matching Using Augmenting Paths from collections import defaultdict from itertools import chain def match(G, X, Y): # Maximum bipartite matching H = tr(G) # The transposed graph S, T, M = set(X), set(Y), set() # Unmatched left/right + match while S: # Still unmatched on the left s = Spop() # Get one Q, P = {s}, {} # Start a traversal from it while Q: # Discovered, unvisited u = Q. vb.net qr code reader VB . NET QR Code Reader SDK to read, scan QR Code ... - OnBarcode
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pq scan. Profession SDK for Scanning QR Code . Let's start with what can you do with our professional barcode scanning dll for . NET . Enable C# and VB . pop() # Visit one if u in T: # Finished augmenting path Tremove(u) # u is now matched break # and our traversal is done forw = (v for v in G[u] if (u,v) not in M) # Possible new edges back = (v for v in H[u] if (v,u) in M) # Cancellations for v in chain(forw, back): # Along out- and in-edges if v in P: continue # Already visited Ignore P[v] = u # Traversal predecessor Qadd(v) # New node discovered while u != s: # Augment: Backtrack to s u, v = P[u], u # Shift one step if v in G[u]: # Forward edge Madd((u,v)) # New edge else: # Backward edge Mremove((v,u)) # Cancellation return M # Matching -- a set of edges. In Listing 4-6, you see that lines 3 9 are several fields of both String and Date types that you would expect to find in a Todo domain class However, there are some additional properties you don t see that are implicit to a Grails domain class by convention They include the id and version properties The id property, as you might expect, represents a unique autoincrementing identifier and is null until the object is initially saved The version property is a Hibernate mechanism for managing optimistic locking Each time an object is saved, its version number gets incremented, and like the id, it is initially null Before Hibernate saves any object, it first checks the version number in the database, and if the versions don t match the object about to be saved meaning it was already modified since the last read Hibernate will throw an orghibernateStaleObjectStateException. Values for the first two parameters have already been retrieved from DBA HIST SQLSTAT, so solely the database identifier must be queried before DBMS XPLAN can be called SQL> SELECT dbid FROM v$database; DBID ---------2870266532 SQL> SELECT * FROM TABLE (dbms xplandisplay awr('1yw85nghurbkk', 4095786543, 2870266532, 'ALL')); PLAN TABLE OUTPUT ----------------------------------------------------------------------------SQL ID 1yw85nghurbkk -------------------SELECT emplast name, empfirst name, jjob title, ddepartment name, lcity, Plan hash value: 4095786543 PLAN TABLE OUTPUT ------------------------------------------------------------------------------| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | ------------------------------------------------------------------------------| 0 | SELECT STATEMENT | | | | 9 (100)| | | 1 | NESTED LOOPS | | 105 | 18060 | 9 (12)| 00:00:01 | Query Block Name / Object Alias (identified by operation id): ------------------------------------------------------------1 - SEL$1 PLAN TABLE OUTPUT ------------------------------5 - SEL$1 / EMP@SEL$1 The AWR report script awrsqrpt. Note K nig s theorem states that for bipartite graph, the dual of the maximum matching problem is the minimum vertex cover problem. In other words, the problems are equivalent. vb.net qr code reader VB . NET Image: VB . NET QR Code Barcode Reader SDK for .NET ...
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