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Title: :  OPTIMIZATION OF N-QUEENS PROBLEM USING HYBRID MEMETIC ALGORITHMS
PaperId: :  5224
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 3 2017
DUI:    16.0415/IJARIIE-5224
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Vishal KhannaCT Group of Institute of Jalandhar
Abhishek BhardwajCT Group of Institute of Jalandhar
Sarvesh ChopraCT Group of Institute of Jalandhar

Abstract

Computer Engineering
Queens, N-Queens, 8 Queens, Genetic Algorithm, Chromosome, Mutation, Selection, Crossover, Recombination, GA, MA, HCLSMA, SALSMA, Hill-Climbing, Simulated Annealing
NP hard problems like N-Queens problem are non-polynomial time problems. In this research study, we use the Simulated Annealing local search based MA (SALSMA), Genetic Algorithm(GA) and Hill-Climbing local search based MA (HCLSMA) to optimize N-Queens problem and make complexity analysis on the parameters viz. optimal solutions, time and convergence rate with respect to number of iterations. The MA is a hybrid algorithm, being a combination of the Genetic Algorithm (GA) and a local search algorithm. The performance of the MA is found to be superior to that of a solitary algorithm like GA. The MA solves the N-Queens in two stages. In the first stage, the randomly generated solutions are evolved till they become feasible (i.e., the hard constraints are satisfied) and in the second stage, these solutions are further evolved so as to minimize the violations of the soft constraints. In the final stage, the MA produces optimal solutions in which the hard as well as the soft constraints are completely satisfied.

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IJARIIE Vishal Khanna, Abhishek Bhardwaj, and Sarvesh Chopra. "OPTIMIZATION OF N-QUEENS PROBLEM USING HYBRID MEMETIC ALGORITHMS" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 3 2017 Page 840-846
MLA Vishal Khanna, Abhishek Bhardwaj, and Sarvesh Chopra. "OPTIMIZATION OF N-QUEENS PROBLEM USING HYBRID MEMETIC ALGORITHMS." International Journal Of Advance Research And Innovative Ideas In Education 3.3(2017) : 840-846.
APA Vishal Khanna, Abhishek Bhardwaj, & Sarvesh Chopra. (2017). OPTIMIZATION OF N-QUEENS PROBLEM USING HYBRID MEMETIC ALGORITHMS. International Journal Of Advance Research And Innovative Ideas In Education, 3(3), 840-846.
Chicago Vishal Khanna, Abhishek Bhardwaj, and Sarvesh Chopra. "OPTIMIZATION OF N-QUEENS PROBLEM USING HYBRID MEMETIC ALGORITHMS." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 3 (2017) : 840-846.
Oxford Vishal Khanna, Abhishek Bhardwaj, and Sarvesh Chopra. 'OPTIMIZATION OF N-QUEENS PROBLEM USING HYBRID MEMETIC ALGORITHMS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 3, 2017, p. 840-846. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/OPTIMIZATION_OF_N_QUEENS_PROBLEM_USING_HYBRID_MEMETIC_ALGORITHMS_ijariie5224.pdf (Accessed : 21 July 2022).
Harvard Vishal Khanna, Abhishek Bhardwaj, and Sarvesh Chopra. (2017) 'OPTIMIZATION OF N-QUEENS PROBLEM USING HYBRID MEMETIC ALGORITHMS', International Journal Of Advance Research And Innovative Ideas In Education, 3(3), pp. 840-846IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/OPTIMIZATION_OF_N_QUEENS_PROBLEM_USING_HYBRID_MEMETIC_ALGORITHMS_ijariie5224.pdf (Accessed : 21 July 2022)
IEEE Vishal Khanna, Abhishek Bhardwaj, and Sarvesh Chopra, "OPTIMIZATION OF N-QUEENS PROBLEM USING HYBRID MEMETIC ALGORITHMS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 3, pp. 840-846, May-Jun 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/OPTIMIZATION_OF_N_QUEENS_PROBLEM_USING_HYBRID_MEMETIC_ALGORITHMS_ijariie5224.pdf [Accessed : 21 July 2022].
Turabian Vishal Khanna, Abhishek Bhardwaj, and Sarvesh Chopra. "OPTIMIZATION OF N-QUEENS PROBLEM USING HYBRID MEMETIC ALGORITHMS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 3 (21 July 2022).
Vancouver Vishal Khanna, Abhishek Bhardwaj, and Sarvesh Chopra. OPTIMIZATION OF N-QUEENS PROBLEM USING HYBRID MEMETIC ALGORITHMS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 21 July 2022]; 3(3) : 840-846. Available from: http://ijariie.com/AdminUploadPdf/OPTIMIZATION_OF_N_QUEENS_PROBLEM_USING_HYBRID_MEMETIC_ALGORITHMS_ijariie5224.pdf
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