Investigations on push-relabel based algorithms for the maximum transversal problem
نویسندگان
چکیده
We investigate the push-relabel algorithm for solving the problem of finding a maximum cardinality matching in a bipartite graph in the context of the maximum transversal problem. We describe in detail an optimized yet easy-to-implement version of the algorithm and fine-tune its parameters. We also introduce new performance-enhancing techniques. On a wide range of real-world instances, we compare the push-relabel algorithm with state-of-the-art augmenting path-based algorithms and the recently proposed pseudoflow approach. We conclude that a carefully tuned push-relabel algorithm is competitive with all known augmenting path-based algorithms, and superior to the pseudoflow-based ones. Key-words: Bipartite graphs, matching, push-relabel-based algorithms ha l-0 07 39 36 0, v er si on 3 31 O ct 2 01 2 Investigations sur des algorithmes de type Push-Relabel pour le problème de couplage
منابع مشابه
Push-relabel based algorithms for the maximum transversal problem
We investigate the push-relabel algorithm for solving the problem of finding a maximum cardinality matching in a bipartite graph in the context of the maximum transversal problem. We describe in detail an optimized yet easyto-implement version of the algorithm and fine-tune its parameters. We also introduce new performance-enhancing techniques. On a wide range of realworld instances, we compare...
متن کاملExperiments on Push-Relabel-based Maximum Cardinality Matching Algorithms for Bipartite Graphs
We report on careful implementations of several push-relabel-based algorithms for solving the problem of finding a maximum cardinality matching in a bipartite graph and compare them with fast augmentingpath-based algorithms. We analyze the algorithms using a common base for all implementations and compare their relative performance and stability on a wide range of graphs. The effect of a set of...
متن کاملA Computational Study of the Pseudoflow and Push-Relabel Algorithms for the Maximum Flow Problem
We present the results of a computational investigation of the pseudoflow and push-relabel algorithms for the maximum flow and minimum s-t cut problems. The two algorithms were tested on several problem instances from the literature. Our results show that our implementation of the pseudoflow algorithm is faster than the best-known implementation of push-relabel on most of the problem instances ...
متن کاملA New Push-Relabel Algorithm for Sparse Networks
In this paper, we present a new push-relabel algorithm for the maximum flow problem on flow networks with n vertices and m arcs. Our algorithm computes a maximum flow in O(mn) time on sparse networks where m = O(n). To our knowledge, this is the first O(mn) time push-relabel algorithm for the m = O(n) edge case; previously, it was known that push-relabel implementations could find a max-flow in...
متن کاملFormalizing Push-Relabel Algorithms
We present a formalization of push-relabel algorithms for computing the maximum flow in a network. We start with Goldberg’s et al. generic push-relabel algorithm, for which we show correctness and the time complexity bound of O(V E). We then derive the relabel-tofront and FIFO implementation. Using stepwise refinement techniques, we derive an efficient verified implementation. Our formal proof ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2012