Skip to main content
Erschienen in: Soft Computing 4/2021

26.08.2020 | Methodologies and Application

Covering problem on fuzzy graphs and its application in disaster management system

verfasst von: Sonia Mandal, Nupur Patra, Madhumangal Pal

Erschienen in: Soft Computing | Ausgabe 4/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Nowadays the fuzzy graphs gained popularity due to their wide applications in different areas of science, engineering, social sciences, etc.In this paper, we consider covering problem in fuzzy graph. Different types of covering problems have been defined in this paper. Almost all problems are new. For each of these problems separate study is required. Also, the covering set, strong covering set, minimal covering set, etc., are defined and explained with examples. In a graph, each vertex can cover only those vertices that lie within its covering radius along shortest path and no vertex can cover itself. Here, an algorithm is designed to find the different types of covering sets on a fuzzy graph. An imprecise number, instead of a real number, namely interval number and triangular fuzzy number are considered as arc length of a fuzzy graph. To the best of our knowledge no works are available for covering problem on fuzzy graphs/networks. An application of covering set in natural disaster management is discussed to highlight the importance of the covering problem. In this application, an algorithm is designed to find all the facility vertices (or supply vertices) for given vertex and covering radius.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Abu Nayeem SkMd, Pal M (2005) Shortest path problem on a network with imprecise edge weight. Fuzzy Optim Decis Mak 4:293–312MathSciNetCrossRef Abu Nayeem SkMd, Pal M (2005) Shortest path problem on a network with imprecise edge weight. Fuzzy Optim Decis Mak 4:293–312MathSciNetCrossRef
Zurück zum Zitat Agarwal PK, Ezra E, Sharir M (2012) Near-linear approximation algorithms for geometric hitting sets. Algorithmica 63:1–25MathSciNetCrossRef Agarwal PK, Ezra E, Sharir M (2012) Near-linear approximation algorithms for geometric hitting sets. Algorithmica 63:1–25MathSciNetCrossRef
Zurück zum Zitat Chaudhry SS (1993) New heuristics for the conditional covering problem. Opsearch 30:42–47MATH Chaudhry SS (1993) New heuristics for the conditional covering problem. Opsearch 30:42–47MATH
Zurück zum Zitat Chaudhry SS, Moon ID, McCormick ST (1987) Conditional covering: greedy heuristics and computational results. Comput Oper Res 14:11–18MathSciNetCrossRef Chaudhry SS, Moon ID, McCormick ST (1987) Conditional covering: greedy heuristics and computational results. Comput Oper Res 14:11–18MathSciNetCrossRef
Zurück zum Zitat Clarkson KL, Varadarajan KR (2007) Improved approximation algorithms for geometric set cover. Discrete Comput Geom 37:43–58MathSciNetCrossRef Clarkson KL, Varadarajan KR (2007) Improved approximation algorithms for geometric set cover. Discrete Comput Geom 37:43–58MathSciNetCrossRef
Zurück zum Zitat Khot S, Regev O (2008) Vertex cover might be hard to approximate to within \(2-\epsilon \). J Comput Syst Sci 74:335–349MathSciNetCrossRef Khot S, Regev O (2008) Vertex cover might be hard to approximate to within \(2-\epsilon \). J Comput Syst Sci 74:335–349MathSciNetCrossRef
Zurück zum Zitat Li K, Chen M (1994) The fuzzy shortest path problem and its most vital arcs. Fuzzy Sets Syst 58:343–353MathSciNet Li K, Chen M (1994) The fuzzy shortest path problem and its most vital arcs. Fuzzy Sets Syst 58:343–353MathSciNet
Zurück zum Zitat Lotfi V, Moon ID (1997) Hybrid heuristics for conditional covering problem. Int J Model Simul 17:185–190CrossRef Lotfi V, Moon ID (1997) Hybrid heuristics for conditional covering problem. Int J Model Simul 17:185–190CrossRef
Zurück zum Zitat Lunday BJ, Smith JC, Goldberg JB (2005) Algorithms for solving the conditional covering problem on paths. Naval Res Logist 52:293–301MathSciNetCrossRef Lunday BJ, Smith JC, Goldberg JB (2005) Algorithms for solving the conditional covering problem on paths. Naval Res Logist 52:293–301MathSciNetCrossRef
Zurück zum Zitat Moon ID, Chaudhry SS (1984) An analysis of network location problems with distance constraints. Manag Sci 30:290–307CrossRef Moon ID, Chaudhry SS (1984) An analysis of network location problems with distance constraints. Manag Sci 30:290–307CrossRef
Zurück zum Zitat Moon ID, Papayanopoulos L (1995) Facility location on a tree with maximum distance constraints. Comput Oper Res 22:905–914CrossRef Moon ID, Papayanopoulos L (1995) Facility location on a tree with maximum distance constraints. Comput Oper Res 22:905–914CrossRef
Zurück zum Zitat Ni Y (2005) Models and algorithm for stochastic minimum weight edge covering problem In: Proceedings of the fourth international conference on information and management sciences, Yunnan, China, pp 445–451 Ni Y (2005) Models and algorithm for stochastic minimum weight edge covering problem In: Proceedings of the fourth international conference on information and management sciences, Yunnan, China, pp 445–451
Zurück zum Zitat Okada S, Gen M (1993) Order relation between intervals and its application to shortest path problem. Comput Ind Eng 25:147–150CrossRef Okada S, Gen M (1993) Order relation between intervals and its application to shortest path problem. Comput Ind Eng 25:147–150CrossRef
Zurück zum Zitat Okada S, Soper T (1997) A method for solving shortest path problem on the network with fuzzy arc lengths. Fuzzy Syst Assoc World Congress 3:189–194 Okada S, Soper T (1997) A method for solving shortest path problem on the network with fuzzy arc lengths. Fuzzy Syst Assoc World Congress 3:189–194
Zurück zum Zitat Pramanik T, Samanta S, Pal M (2014) Interval-valued fuzzy planar graphs. Int J Mach Learn Cybern 7(4):653–664CrossRef Pramanik T, Samanta S, Pal M (2014) Interval-valued fuzzy planar graphs. Int J Mach Learn Cybern 7(4):653–664CrossRef
Zurück zum Zitat Rosenfield A (1975) Fuzzy graphs fuzzy sets and their application (Zadeh LA, Fu KS, Shimura M, eds). Academic Press, New York, pp 77–95 Rosenfield A (1975) Fuzzy graphs fuzzy sets and their application (Zadeh LA, Fu KS, Shimura M, eds). Academic Press, New York, pp 77–95
Zurück zum Zitat Sahoo S, Pal M (2015a) Different types of products on intuitionistic fuzzy graphs. Pac Sci Rev A Nat Sci Eng 17(3):87–96 Sahoo S, Pal M (2015a) Different types of products on intuitionistic fuzzy graphs. Pac Sci Rev A Nat Sci Eng 17(3):87–96
Zurück zum Zitat Sahoo S, Pal M (2015b) Intuitionistic fuzzy competition graph. J Appl Math Comput 52(1):37–57MathSciNetMATH Sahoo S, Pal M (2015b) Intuitionistic fuzzy competition graph. J Appl Math Comput 52(1):37–57MathSciNetMATH
Zurück zum Zitat Sahoo S, Pal M (2016a) Product of intuitionistic fuzzy graphs and degree. J Intell Fuzzy Syst 32(1):1059–1067CrossRef Sahoo S, Pal M (2016a) Product of intuitionistic fuzzy graphs and degree. J Intell Fuzzy Syst 32(1):1059–1067CrossRef
Zurück zum Zitat Samanta S, Pal M (2011a) Fuzzy tolerance graphs. Int J Latest Trends Math 1(2):57–67 Samanta S, Pal M (2011a) Fuzzy tolerance graphs. Int J Latest Trends Math 1(2):57–67
Zurück zum Zitat Samanta S, Pal M (2011b) Fuzzy threshold graphs. CIIT Int J Fuzzy Syst 3(12):360–364 Samanta S, Pal M (2011b) Fuzzy threshold graphs. CIIT Int J Fuzzy Syst 3(12):360–364
Zurück zum Zitat Samanta S, Pal M (2012a) Bipolar fuzzy hypergraphs. Int J Fuzzy Log Syst 2(1):17–28CrossRef Samanta S, Pal M (2012a) Bipolar fuzzy hypergraphs. Int J Fuzzy Log Syst 2(1):17–28CrossRef
Zurück zum Zitat Samanta S, Pal M (2012b) Irregular bipolar fuzzy graphs. Int J Appl Fuzzy Sets 2:91–102 Samanta S, Pal M (2012b) Irregular bipolar fuzzy graphs. Int J Appl Fuzzy Sets 2:91–102
Zurück zum Zitat Samanta S, Pal M (2014) Some more results on bipolar fuzzy sets and bipolar fuzzy intersection graphs. J Fuzzy Math 22(2):253–262MATH Samanta S, Pal M (2014) Some more results on bipolar fuzzy sets and bipolar fuzzy intersection graphs. J Fuzzy Math 22(2):253–262MATH
Zurück zum Zitat Samanta S, Pal M (2015) Fuzzy planar graphs. IEEE Trans Fuzzy Syst 23(6):1936–1942CrossRef Samanta S, Pal M (2015) Fuzzy planar graphs. IEEE Trans Fuzzy Syst 23(6):1936–1942CrossRef
Metadaten
Titel
Covering problem on fuzzy graphs and its application in disaster management system
verfasst von
Sonia Mandal
Nupur Patra
Madhumangal Pal
Publikationsdatum
26.08.2020
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 4/2021
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-020-05263-2

Weitere Artikel der Ausgabe 4/2021

Soft Computing 4/2021 Zur Ausgabe

Premium Partner