Markov chain models for genetic algorithm based topology control in manets

CŞ Şahin, S Gundry, E Urrea, MÜ Uyar… - … , Istanbul, Turkey, April 7 …, 2010 - Springer
We analyze the convergence properties of our force based genetic algorithm (fga) as a
decentralized topology control mechanism distributed among software agents. fga guides …

Convergence analysis of genetic algorithms for topology control in manets

CŞ Şahin, S Gundry, E Urrea, MÜ Uyar… - 2010 IEEE Sarnoff …, 2010 - ieeexplore.ieee.org
We describe and verify convergence properties of our forced-based genetic algorithm (FGA)
as a decentralized topology control mechanism distributed among software agents. FGA …

Formal convergence analysis for bio-inspired topology control in manets

S Gundry, E Urrea, CŞ Şahin, J Zou… - 34th IEEE Sarnoff …, 2011 - ieeexplore.ieee.org
We present a convergence analysis of a genetic algorithm based topological control
mechanism for the decision making process of evolutionary and autonomous systems that …

A bio-inspired approach to self-organization of mobile nodes in real-time mobile ad hoc network applications

CŞ Şahin, E Urrea, MÜ Uyar, S Gundry - Variants of Evolutionary …, 2012 - Springer
In this chapter, we study the applicability and effectiveness of an evolutionary computation
approach to a topology control problem in the domain of mobile ad hoc networks (manets) …

Bio-inspired techniques for topology control of mobile nodes

CS Sahin, E Urrea, MU Uyar - Formal and Practical Aspects of …, 2012 - igi-global.com
In this chapter, we introduce a topology control mechanism based on genetic algorithms
(GAs) within a mobile ad hoc network (MANET). We provide formal and practical aspects of …

Estimating behavior of a ga-based topology control for self-spreading nodes in manets

E Urrea, CŞ Şahin, MU Uyar, M Conner… - 2010-MILCOM 2010 …, 2010 - ieeexplore.ieee.org
This paper presents a dynamical system model for FGA, a force-based genetic algorithm,
which is used as decentralized topology control mechanism among active running software …

Markov chain model for differential evolution based topology control in MANETs

S Gundry, J Zou, J Kusyk, CS Sahin… - 2012 35th IEEE Sarnoff …, 2012 - ieeexplore.ieee.org
Mobile Ad hoc Networks (MANETs) are used for many strategic commercial and military
applications where it is not feasible to use a centralized controller or manually deploy …

Analysis of emergent behavior for ga-based topology control mechanism for self-spreading nodes in MANETs

S Gundry, J Zou, E Urrea, CS Sahin, J Kusyk… - Advances in Intelligent …, 2012 - Springer
We introduce a genetic algorithm based MANET topology control mechanism to be used in
decision making process of adaptive and autonomic systems at run time. A mobile node …

Fault tolerant bio-inspired topology control mechanism for autonomous mobile node distribution in MANETs

S Gundry, J Zou, J Kusyk, MÜ Uyar… - MILCOM 2012-2012 …, 2012 - ieeexplore.ieee.org
We introduce a fault tolerant bio-inspired topolog-ical control mechanism (TCM-Y) for the
evolutionary decision making process of autonomous mobile nodes that adaptively adjust …

Markov Chain Analysis of Self-organizing Mobile Nodes: Self-organizing Mobile Nodes

CŞ Şahin, S Gundry, MU Uyar - Journal of Intelligent & Robotic Systems, 2012 - Springer
Self-organization of autonomous mobile nodes using bio-inspired algorithms in mobile ad
hoc networks (manet s) has been presented in earlier work of the authors. In this paper, the …