Skip to main content
Top

2017 | OriginalPaper | Chapter

Social Spider Algorithm to Improve Intelligent Drones Used in Humanitarian Disasters Related to Floods

Authors : Alberto Ochoa, Karina Juárez-Casimiro, Tannya Olivier, Raymundo Camarena, Irving Vázquez

Published in: Nature-Inspired Design of Hybrid Intelligent Systems

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The aim of this study was to implement an optimal arrangement of equipment, instrumentation and medical personnel based on the weight and balance of the aircraft and to transfer humanitarian aid in a drone, by implementing artificial intelligence algorithms. This is due to the problems presented by the geographical layout of human settlements in southeast of the state of Chihuahua. The importance of this research is to understand the multivariable optimization associated with the path of a group of airplanes associated with different kinds of aerial in order to improve the evaluation of flooding and to send medical support and goods; to determine the optimal flight route, including speed, storage and travel resources. To determine the cost–benefit, this has been partnered with a travel plan to rescue people, which has as its principal basis the orography airstrip restriction, although this problem has been studied on several occasions by the literature failed to establish by supporting ubiquitous computing for interacting with the various values associated with the achievement of the group of drones and their cost–benefit of each issue of the company and comparing their individual trips for the rest of group. There are several factors that can influence in the achievement of a group of drones for our research. We propose the use of a bioinspired algorithm.

Dont have a licence yet? Then find out more about our products and how to get one now:

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 "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!

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!

Literature
1.
go back to reference Dariusz Barbucha: Experimental Study of the Population Parameters Settings in Cooperative Multi-agent System Solving Instances of the VRP. T. Computational Collective intelligence 9: 1-28 (2013). Dariusz Barbucha: Experimental Study of the Population Parameters Settings in Cooperative Multi-agent System Solving Instances of the VRP. T. Computational Collective intelligence 9: 1-28 (2013).
2.
go back to reference Andreu R. Alejandro. “Estudio del desarrollo de aplicaciones RA para Android,” Trabajo de fin de Carrera. Catalunya, España, 2011. Andreu R. Alejandro. “Estudio del desarrollo de aplicaciones RA para Android,” Trabajo de fin de Carrera. Catalunya, España, 2011.
3.
go back to reference X.-S. Yang., “Social Spider algorithm for multi-objective optimisation,” International Journal of Bio-Inspired Computation, vol. 3, no. 5, pp. 267–274. X.-S. Yang., “Social Spider algorithm for multi-objective optimisation,” International Journal of Bio-Inspired Computation, vol. 3, no. 5, pp. 267–274.
4.
go back to reference D. R. Griffin, F. A. Webster, and C. R. Michael, “The echolocation of flying insects by Social Spiders,” Animal Behaviour, vol. 8, no. 34, pp. 141 – 154, 1960. D. R. Griffin, F. A. Webster, and C. R. Michael, “The echolocation of flying insects by Social Spiders,” Animal Behaviour, vol. 8, no. 34, pp. 141 – 154, 1960.
5.
go back to reference W. Metzner, “Echolocation behaviour in Social Spiders.” Science Progress Edinburgh, vol. 75, no. 298, pp. 453–465, 1991. W. Metzner, “Echolocation behaviour in Social Spiders.” Science Progress Edinburgh, vol. 75, no. 298, pp. 453–465, 1991.
6.
go back to reference H.-U. Schnitzler and E. K. V. Kalko, “Echolocation by insect-eating Social Spiders,” BioScience, vol. 51, no. 7, pp. 557–569, July 2001. H.-U. Schnitzler and E. K. V. Kalko, “Echolocation by insect-eating Social Spiders,” BioScience, vol. 51, no. 7, pp. 557–569, July 2001.
7.
go back to reference Cruz, Laura; Ochoa, Alberto et al.: A Cultural Algorithm for the Urban Public Transportation. HAIS 2010: 135-142. Cruz, Laura; Ochoa, Alberto et al.: A Cultural Algorithm for the Urban Public Transportation. HAIS 2010: 135-142.
8.
go back to reference Glass, Steve; Muthukkumarasamy Vallipuram; Portmann, Marius: The Insecurity of Time-of-Arrival Distance-Ranging in IEEE 802.11 Wireless Networks. ICDS Workshops 2010: 227-233. Glass, Steve; Muthukkumarasamy Vallipuram; Portmann, Marius: The Insecurity of Time-of-Arrival Distance-Ranging in IEEE 802.11 Wireless Networks. ICDS Workshops 2010: 227-233.
9.
go back to reference Souffriau, Wouter;Maervoet, Joris; Vansteenwegen, Pieter; Vanden Berghe, Greet; Van Oudheusden, Dirk: A Mobile Tourist Decision Support System for Small Footprint Devices. IWANN (1) 2009: 1248-1255. Souffriau, Wouter;Maervoet, Joris; Vansteenwegen, Pieter; Vanden Berghe, Greet; Van Oudheusden, Dirk: A Mobile Tourist Decision Support System for Small Footprint Devices. IWANN (1) 2009: 1248-1255.
10.
go back to reference Ochoa, Alberto; Garcí, Yazmani; Yañez, Javier: Logistics Optimization Service Improved with Artificial Intelligence. Soft Computing for Intelligent Control and Mobile Robotics 2011: 57-65. Ochoa, Alberto; Garcí, Yazmani; Yañez, Javier: Logistics Optimization Service Improved with Artificial Intelligence. Soft Computing for Intelligent Control and Mobile Robotics 2011: 57-65.
11.
go back to reference James J. Q. Yu, Victor O. K. Li: A social spider algorithm for solving the non-convex economic load dispatch problem. Neurocomputing 171: 955-965 (2016). James J. Q. Yu, Victor O. K. Li: A social spider algorithm for solving the non-convex economic load dispatch problem. Neurocomputing 171: 955-965 (2016).
12.
go back to reference Camilo Caraveo, Fevrier Valdez, Oscar Castillo: A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanisms of Plants. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015:211-218. Camilo Caraveo, Fevrier Valdez, Oscar Castillo: A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanisms of Plants. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015:211-218.
Metadata
Title
Social Spider Algorithm to Improve Intelligent Drones Used in Humanitarian Disasters Related to Floods
Authors
Alberto Ochoa
Karina Juárez-Casimiro
Tannya Olivier
Raymundo Camarena
Irving Vázquez
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-47054-2_30

Premium Partner