Improved Genetic Algorithms for Channel Allocation in Mobile Computing

#Genetic #Algorithms #Meta #Heuristics #Channel #Allocation
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Improved GA for Channel Allocation in Mobile Computing

by Prof. Deo Prakash Vidyarthi, SM IEEE and Professor in the School of Computer & Systems Sciences

Jawaharlal Nehru University, New Delhi

 


Genetic algorithm is a meta-heuristics, often used to solve a computationally complex problems. It has been observed that if a problem specific knowledge is incorporated in GA, it converges little faster besides offering better results. Improved GA (IGA) is one such approach that applies nature based phenomena to GA for solving such problems. Channel Allocation is one such computationally complex problem, in which the spectrum are scarce resources and users are infinitely more. IGA has been applied to this channel allocation problem for better allocation

 



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  • University of Hyderabad
  • Gachibowli
  • HYDERABAD, Andhra Pradesh
  • India 500046
  • Room Number: C V Raman Auditorium
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  • Co-sponsored by Bala Prasad Peddigari and Naresh Mallenahalli
  • Starts 14 September 2017 06:30 PM UTC
  • Ends 21 September 2017 06:30 AM UTC
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  Speakers

Dr. Deo Prakash Vidyarthi Dr. Deo Prakash Vidyarthi of JNTU Delhi

Topic:

Improved Genetic Algorithm for Channel Allocaiton in Mobile Computing

Genetic algorithm is a meta-heuristics, often used to solve a computationally complex problems. It has been observed that if a problem specific knowledge is incorporated in GA, it converges little faster besides offering better results. Improved GA (IGA) is one such approach that applies nature based phenomena to GA for solving such problems. Channel Allocation is one such computationally complex problem, in which the spectrum are scarce resources and users are infinitely more. IGA has been applied to this channel allocation problem for better allocation

Biography:

Deo Prakash Vidyarthi is Professor in the School of Computer & Systems Sciences, Jawaharlal Nehru University, New Delhi. He was associated with the Department of Computer Science of Banaras Hindu University, Varanasi for more than 12 years and joined JNU in the year 2004 as Associate Professor. Dr. Vidyarthi has published around 90 research papers in various peer reviewed International Journals and Transactions (including IEEE, Elsevier, Springer, Wiley, World Scientific etc.) and around 50 research papers in proceedings of various peer-reviewed conferences in India and abroad. He also has contributed for many book chapters of the related discipline. Dr. Vidyarthi has two books (research monograph) to his credit. One entitled “Technologies and Protocols for the Future Internet Design: Reinventing the Web” published by IGI-Global (USA) released in Feb. 2012, and another entitled “Scheduling in Distributed Computing Systems: Design, Analysis and Models” published by Springer, USA released in 2009. He also has contributed chapters in many edited books. He is in the editorial board and in the reviewer’s panel of many International Journals. Dr. Vidyarthi is the member of the IEEE, Senior member of the International Association of Computer Science and Information Technology (IACSIT), Singapore, International Society of Research in Science and Technology (ISRST), USA and International Association of Engineers.

 

Research interest includes Parallel and Distributed System, Grid and Cloud Computing, Mobile Computing and Evolutionary Computing

Address:JNTU, , New Delhi, Delhi, India

Dr. Deo Prakash Vidyarthi of JNTU Delhi

Topic:

Improved Genetic Algorithm for Channel Allocaiton in Mobile Computing

Biography:

Address:New Delhi, Delhi, India






Agenda

1. What is Genetic Algorithm?

2. What Problems GA Solve?

3. How GA Solves Channel Allocation Problem

4. GA use-cases



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School of Computer and Information Sciences University of Hyderabad