Variant of Genetic Algorithm and its applications

CHANCHAL, KUMAR and DINESH, PRASAD SAHU and SHIV, PRAKASH and TARUN, KUMAR GUPTA (2014) Variant of Genetic Algorithm and its applications. In: International Conference on Advances in Computer and Electronics Technology - ACET 2014, 26 - 27 August, 2014, City University of Hongkong, Hongkong.

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Abstract

For very long time, finding solutions to problems like Travelling Salesmen Problem, Multiple Knapsack Problems, scheduling in heterogeneous system etc. were considered very tedious task. The solution to such problems was time consuming and requires high end computations. Genetic Algorithm (GA) emerged as an efficient solution and considered as a successful tool to solve such problems for many years. With the passage of time, researchers find GA traps near optimal solution. Therefore, the concept of Quantum computing is merged with GA and known as Quantum Genetic Algorithm (QGA). The evaluation of the performance of proposed model is done over scheduling in distributed computing.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: — GA, GA and QGA Operators, QC, QGA, DC, Scheduling
Depositing User: Mr. John Steve
Date Deposited: 28 May 2019 09:26
Last Modified: 28 May 2019 09:26
URI: http://publications.theired.org/id/eprint/2863

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