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  1. 学術雑誌論文
  2. 5 技術(工学)

Experimental Evaluation of Approximation and Heuristic Algorithms for Maximum Distance-Bounded Subgraph Problems

http://hdl.handle.net/10228/00007708
http://hdl.handle.net/10228/00007708
032bb1c6-e804-44f8-b42d-0962dcd04abe
名前 / ファイル ライセンス アクション
10347783.pdf 10347783.pdf (725.3 kB)
Item type 学術雑誌論文 = Journal Article(1)
公開日 2020-04-21
タイトル
タイトル Experimental Evaluation of Approximation and Heuristic Algorithms for Maximum Distance-Bounded Subgraph Problems
言語
言語 eng
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_6501
資源タイプ journal article
著者 Asahiro, Yuichi

× Asahiro, Yuichi

WEKO 27409

Asahiro, Yuichi

Search repository
Kubo, Tomohiro

× Kubo, Tomohiro

WEKO 27410

Kubo, Tomohiro

Search repository
Miyano, Eiji

× Miyano, Eiji

WEKO 6037
e-Rad 10284548
Scopus著者ID 6603649200
ORCiD 0000-0002-4260-7818
九工大研究者情報 233

Miyano, Eiji

Search repository
抄録
内容記述タイプ Abstract
内容記述 In this paper, we consider two distance-based relaxed variants of the maximum clique problem (Max Clique), named Maxd-Clique and Maxd-Club for positive integers d. Max 1-Clique and Max 1-Club cannot be efficiently approximated within a factor of n1−ε for any real ε>0 unless P=NP , since they are identical to Max Clique (Håstad in Acta Math 182(1):105–142, 1999; Zuckerman in Theory Comput 3:103–128, 2007). In addition, it is NP -hard to approximate Maxd-Clique and Maxd-Club to within a factor of n1/2−ε for any fixed integer d≥2 and any real ε>0 (Asahiro et al. in Approximating maximum diameter-bounded subgraphs. In: Proc of LATIN 2010, Springer, pp 615–626, 2010; Asahiro et al. in Optimal approximation algorithms for maximum distance-bounded subgraph problems. In: Proc of COCOA, Springer, pp 586–600, 2015). As for approximability of Maxd-Clique and Maxd-Club, a polynomial-time algorithm, called ReFindStar d, that achieves an optimal approximation ratio of O(n1/2) for Maxd-Clique and Maxd-Club was designed for any integer d≥2 in Asahiro et al. (2015, Algorithmica 80(6):1834–1856, 2018). Moreover, a simpler algorithm, called ByFindStar d, was proposed and it was shown in Asahiro et al. (2010, 2018) that although the approximation ratio of ByFindStar d is much worse for any odd d≥3, its time complexity is better than ReFindStar d. In this paper, we implement those approximation algorithms and evaluate their quality empirically for random graphs. The experimental results show that (1) ReFindStar d can find larger d-clubs (d-cliques) than ByFindStar d for odd d, (2) the size of d-clubs (d-cliques) output by ByFindStar d is the same as ones by ReFindStar d for even d, and (3) ByFindStar d can find the same size of d-clubs (d-cliques) much faster than ReFindStar d. Furthermore, we propose and implement two new heuristics, Hclub d for Maxd-Club and Hclique d for Maxd-Clique. Then, we present the experimental evaluation of the solution size of ReFindStar d, Hclub d, Hclique d and previously known heuristic algorithms for random graphs and Erdős collaboration graphs.
書誌情報 The Review of Socionetwork Strategies

巻 13, 号 2, p. 143-161, 発行日 2019-04-16
出版者
出版者 Springer Japan
ISSN
収録物識別子タイプ ISSN
収録物識別子 2523-3173
ISSN
収録物識別子タイプ ISSN
収録物識別子 1867-3236
DOI
関連タイプ isVersionOf
識別子タイプ DOI
関連識別子 https://doi.org/10.1007/s12626-019-00036-2
キーワード
主題Scheme Other
主題 Maximum distance-bounded subgraph problems
キーワード
主題Scheme Other
主題 d-Clique
キーワード
主題Scheme Other
主題 d-Club
キーワード
主題Scheme Other
主題 Approximation algorithms
キーワード
主題Scheme Other
主題 Heuristic algorithms
権利
権利情報 Copyright (c) Springer Japan KK, part of Springer Nature 2019
権利
権利情報 The final publication is available at Springer via http://dx.doi.org/10.1007/s12626-019-00036-2
版
出版タイプ AM
出版タイプResource http://purl.org/coar/version/c_ab4af688f83e57aa
査読の有無
値 yes
研究者情報
https://hyokadb02.jimu.kyutech.ac.jp/html/233_ja.html
連携ID
7971
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