Tackling Real-Coded Genetic Algorithms
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2017, Vol 2, Issue 1
Abstract
Genetic algorithms play a significant role, as search techniques for handling complex spaces, in many fields such as artificial intelligence, engineering, robotic, etc. Genetic algorithms are based on the underlying genetic process in biological organisms and on the natural evolution principles of populations. These algorithms process a population of chromosomes, which represent search space solutions, with three operations: selection, crossover and mutation.Under its initial formulation, the search space solutions are coded using the binary alphabet. However, the good properties related with these algorithms do not stem from the use of this alphabet; other coding types have been considered for the representation issue, such as real coding, which would seem particularly natural when tackling optimization problems of parameters with variables in continuous domains. In this paper we review the features of real-coded genetic algorithms. Different models of genetic operators and some mechanisms available for studying the behavior of this type of genetic algorithms are revised and compared. M. Nishidhar Babu | Y. Kiran | A. Ramesh | V. Rajendra"Tackling Real-Coded Genetic Algorithms" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-1 , December 2017, URL: http://www.ijtsrd.com/papers/ijtsrd5905.pdf http://www.ijtsrd.com/engineering/mechanical-engineering/5905/tackling-real-coded-genetic-algorithms/m-nishidhar-babu
Authors and Affiliations
Keywords
Related Articles
- EP ID EP358658
- DOI -
- Views 107
- Downloads 0
Holacracy The Next Generation Leadership in a VUCA World
The Volatile, Uncertain, Complex and Ambiguous world is posing innumerable challenges upon all the organizational stalwarts. The purpose of the undertaking this study is more than one. 'Leaders are born not made' had alw...
Thermal Analysis of Engine Block
Several automobile industries are working on it to maintain a proper temperature for increasing the efficiency and also to prevent the engine from thermal damage. So it become important to analyse fins structure for bett...
Design of Low Power High Speed D-Latch Using Stacked Inverter and Sleep Transistor at 32nm CMOS Technology
In this paper we have proposed efficient designs of low power high speed D-latch designed using stacked inverter and sleep transistor based on 32nm CMOS technology. We have designed and simulated these circuits in HSpice...
A Study on Security and Privacy in Internet of Things
In the past decade, Internet of Things IOT has been attention of analysis. Security and privacy are the key problems for IOT applications, and still face some monumental challenges. So as to facilitate this rising domain...
An investigation into the challenges with the South African Qualifications Authority for students with qualifications from universities outside South Africa
Students from universities across the SADC region and beyond who did not attain degrees from South African universities are required to go through the South Africa Qualifications Authority SAQA evaluation in order to enr...