Genetic Algorithm Based Approach for Integration of Multiple Parameters for Cluster Heads Selection

PANDEY, H. M. (Keynote speaker)

Department of Computer Science

Activity: Talk or presentation types › Invited talk

Description

A novel genetic algorithm (GA) based cluster head (CH) selection optimization, referred as the NCOGA, is discussed here. NCOGA is utilized for heterogeneous wireless sensor networks (WSNs). Here, residual energy, initial energy, distance to the sink, number of neighbors surrounded by the node, load balancing factor and communicating mode decider (CMD) are considered to determine the fitness value of the population during an evaluation. Initially, NCOGA is implemented for single objective and extended further to deal with multi-objective optimization problem of CH selection. Simulations have been conducted and based on analysis NCOGA outperformed the state-of-the-art protocols based on GA on the benchmarks (e.g. stability period, network lifetime, residual energy, and throughput etc.)

Period	13 Nov 2019
Held at	Indian Institute of Technology Indore, India
Degree of Recognition	International

Documents & Links

The International Conference on Computational Mathematics and its Applications (CMA 2019) will be held from November 12-14, 2019. This conference is meant for researchers from academia, industries and R&D organizations all over the globe interested in the areas of applied and computational mathematics. It will put special emphasis on the participation of PhD students, Postdoctoral fellows and other young researchers from India and abroad. This conference will also include keynote talks in the main areas. Topics of interest include the following areas, but are not limited to: Numerical methods Optimization Machine Learning Mathematical Logic Rough Set Theory Wavelet Analysis Harmonic Analysis Differential Equations IIT Indore is one of the premier institutes under the Ministry of Human Resource Development (MHRD), Govt. of India. IIT Indore is celebrating 10 glorious years of existence this year. In this short span of time, IIT Indore has positioned itself as a vibrant centre for outstanding research. Multidisciplinary research at IIT Indore has been recognised at international level with active participation in several key international projects and several joint collaborations with academic/research institutions in Japan, Norway, USA, Germany, France, Singapore and many other countries. The institute is growing rapidly as the only center for advanced learning and knowledge-dissemination in the pure and applied sciences in Central India. Recently IIT Indore has been placed 68th and 50th in Times Higher Education (THE) Young University World Ranking 2019 and THE Asia University Ranking 2019, respectively. IIT Indore is also ranked 13th in the Engineering category in NIRF Rankings 2019.