Rough implementation, missing final dual adjustment step, and may have other bugs as well as it does not yet output a maximum weight matching

This commit is contained in:
eugenefischer
2025-04-09 10:17:13 -05:00
parent 3d302cf8ad
commit 0071cafbbd
4 changed files with 1241 additions and 76 deletions

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@@ -650,6 +650,7 @@ the file of distinct cells may enable better simulated replication of this exper
* Melhorn, K., Näher, St. [The LEDA Platform of Combinatorial and Geometric Computing.](https://people.mpi-inf.mpg.de/~mehlhorn/LEDAbook.html) Cambridge University Press. Chapter 7, Graph Algorithms; p. 132-162 (1999)
* Fredman, M., Tarjan, R. ["Fibonacci heaps and their uses in improved network optimization algorithms."](https://www.cl.cam.ac.uk/teaching/1011/AlgorithII/1987-FredmanTar-fibonacci.pdf) J. ACM, 34(3):596615 (1987))
* Bertsekas, D., Castañon, D. ["A forward/reverse auction algorithm for asymmetric assignment problems"](https://www.mit.edu/~dimitrib/For_Rev_Asym_Auction.pdf) Computational Optimization and Applications 1, 277-297 (1992)
* Dimitrios Michail, Joris Kinable, Barak Naveh, and John V. Sichi. 2020. JGraphT—A Java Library for Graph Data Structures and Algorithms. ACM Trans. Math. Softw. 46, 2, Article 16
## EXTERNAL LIBRARIES USED
* [JGraphT](https://jgrapht.org) -- Graph theory data structures and algorithms

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@@ -582,35 +582,35 @@ public class InteractiveInterface {
boolean backToOptions = false;
while(!backToOptions) {
System.out.println("\n---------ALGORITHM OPTIONS----------");
System.out.println("1) Use integer weight scaling algorithm by Duan and Su.");
System.out.println("2) Use Hungarian algorithm with Fibonacci heap priority queue");
System.out.println("3) Use Hungarian algorithm with pairing heap priority queue");
System.out.println("4) Use auction algorithm");
System.out.println("1) Use Hungarian algorithm with Fibonacci heap priority queue");
System.out.println("2) Use Hungarian algorithm with pairing heap priority queue");
System.out.println("3) Use auction algorithm");
System.out.println("4) Use integer weight scaling algorithm by Duan and Su. (buggy, not yet fully implemented!)");
System.out.println("0) Return to Options menu");
try {
input = sc.nextInt();
switch (input) {
case 1 -> {
BiGpairSEQ.setIntegerWeightScalingAlgorithm();
System.out.println("MWM algorithm set to integer weight scaling algorithm of Duan and Su");
backToOptions = true;
}
case 2 -> {
BiGpairSEQ.setHungarianAlgorithm();
BiGpairSEQ.setFibonacciHeap();
System.out.println("MWM algorithm set to Hungarian with Fibonacci heap");
backToOptions = true;
}
case 3 -> {
case 2 -> {
BiGpairSEQ.setHungarianAlgorithm();
BiGpairSEQ.setPairingHeap();
System.out.println("MWM algorithm set to Hungarian with pairing heap");
backToOptions = true;
}
case 4 -> {
case 3 -> {
BiGpairSEQ.setAuctionAlgorithm();
System.out.println("MWM algorithm set to auction");
}
case 4 -> {
BiGpairSEQ.setIntegerWeightScalingAlgorithm();
System.out.println("MWM algorithm set to integer weight scaling algorithm of Duan and Su");
backToOptions = true;
}
case 0 -> backToOptions = true;
default -> System.out.println("Invalid input");
}

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@@ -193,6 +193,9 @@ public class Simulator implements GraphModificationFunctions {
//create a new MaximumIntegerWeightBipartiteAuctionMatching
maxWeightMatching = new MaximumIntegerWeightBipartiteAuctionMatching<>(graph, alphas, betas);
}
case INTEGER_WEIGHT_SCALING -> {
maxWeightMatching = new MaximumIntegerWeightBipartiteMatching<>(graph, alphas, betas, new BigDecimal(highThreshold));
}
default -> { //HUNGARIAN
//use selected heap type for priority queue
HeapType heap = BiGpairSEQ.getPriorityQueueHeapType();
@@ -273,6 +276,9 @@ public class Simulator implements GraphModificationFunctions {
case AUCTION -> {
algoType = "Auction algorithm";
}
case INTEGER_WEIGHT_SCALING -> {
algoType = "Integer weight scaling algorithm from Duan and Su (not yet perfectly implemented)";
}
default -> { //HUNGARIAN
algoType = "Hungarian algorithm with heap: " + BiGpairSEQ.getPriorityQueueHeapType().name();
}