References

  1. Whitley D, A genetic algorithm tutorial, Statistics and computing, 1994 Jun 1;4(2):65-85.
  2. Goldberg DE, Holland JH, Genetic algorithms and machine learning, 1988.
  3. Holland JH, Genetic algorithms, Scientific American, 1992 Jul 1;267(1), 66-73.
  4. Mirjalili S, Dong JS, Sadiq AS, Faris H. Genetic algorithm: Theory, literature review, and application in image reconstruction. InNature-Inspired Optimizers 2020 (pp. 69-85). Springer, Cham.
  5. Mirjalili, Seyedali, Genetic algorithm, In Evolutionary algorithms and neural networks, pp. 43-55. Springer, Cham, 2019.
  6. Kramer, Olive, Genetic algorithm essentials, Vol. 679. Springer, 2017.
  7. S. R, R. T, A review of selection methods in genetic algorithm, Int. j. of eng. Sc. and tech., 2011 May, 3(5), 3792-7.
  8. Arabali, Amirsaman, Mahmoud Ghofrani, Mehdi Etezadi-Amoli, M. Sami Fadali, and Yahia Baghzouz. ”Genetic-algorithm-based optimization approach for energy management.” IEEE Transactions on Power Delivery 28, no. 1 (2012): 162-170.
  9. Mathew, T.V., 2012. Genetic algorithm. Report submitted at IIT Bombay.
  10. Tabassum M, Mathew K, A genetic algorithm analysis towards optimization solutions, International Journal of Digital Information and Wireless Communications (IJDIWC), 2014 Jan 1, 4(1), 124-42.
  11. Yang, Jinhui, Chunguo Wu, Heow Pueh Lee, and Yanchun Liang. ”Solving traveling salesman problems using generalized chromosome genetic algorithm.” Progress in Natural Science 18, no. 7 (2008): 887-892.
  12. Hariyadi, Putri Mutira, Phong Thanh Nguyen, Iswanto Iswanto, and Dadang Sudrajat. ”Traveling Salesman Problem Solution using Genetic Algorithm.” Journal of Critical Reviews, Vol 7, no. 1 (2020): 56-61.
  13. Tanweer Alam, “IoT-Fog: A Communication Framework using Blockchain in the Internet of Things”, International Journal of Recent Technology and Engineering (IJRTE), Volume-7, Issue-6, 2019.
  14. Tanweer Alam, “Blockchain and its Role in the Internet of Things (IoT)”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology, vol. 5(1), pp. 151-157, 2019. DOI: https://doi.org/10.32628/CSEIT195137
  15. Tanweer Alam, “Internet of Things: A Secure Cloud-Based MANET Mobility Model”, International Journal of Network Security, Vol. 22(3), 2020.
  16. Tanweer Alam, “Efficient and Secure Data Transmission Approach in Cloud-MANET-IoT integrated Framework”, Journal of Telecommunication, Electronic and Computer Engineering (JTEC), Vol. 12 No. 1, 2020.
  17. Alam T, Benaida M. “The Role of Cloud-MANET Framework in the Internet of Things (IoT)”, International Journal of Online Engineering (iJOE). Vol. 14(12), pp. 97-111. DOI: https://doi.org/10.3991/ijoe.v14i12.8338
  18. Alam, Tanweer. ”Middleware Implementation in Cloud-MANET Mobility Model for Internet of Smart Devices”, International Journal of Computer Science and Network Security, 17(5), 2017. Pp. 86-94
  19. Alam T, Benaida M. CICS: Cloud–Internet Communication Security Framework for the Internet of Smart Devices. International Journal of Interactive Mobile Technologies (iJIM). 2018 Nov 1;12(6):74-84. DOI: https://doi.org/10.3991/ijim.v12i6.6776
  20. Alam, Tanweer. (2018) ”A reliable framework for communication in internet of smart devices using IEEE 802.15.4.” ARPN Journal of Engineering and Applied Sciences 13(10), 3378-3387.
  21. Alam, Tanweer, and Mohammed Aljohani. ”Design and implementation of an Ad Hoc Network among Android smart devices.” In Green Computing and Internet of Things (ICGCIoT), 2015 International Conference on, pp. 1322-1327. IEEE, 2015. DOI: https://doi.org/10.1109/ICGCIoT.2015.7380671
  22. Alam, Tanweer, and Mohammed Aljohani. ”An approach to secure communication in mobile ad-hoc networks of Android devices.” In 2015 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS), pp. 371-375. IEEE, 2015. DOI: https://doi.org/10.1109/iciibms.2015.7439466
  23. Aljohani, Mohammed, and Tanweer Alam. ”An algorithm for accessing traffic database using wireless technologies.” In Computational Intelligence and Computing Research (ICCIC), 2015 IEEE International Conference on, pp. 1-4. IEEE, 2015. DOI: https://doi.org/10.1109/iccic.2015.7435818
  24. Alam, Tanweer, and Mohammed Aljohani. ”Design a new middleware for communication in ad hoc network of android smart devices.” In Proceedings of the Second International Conference on Information and Communication Technology for Competitive Strategies, p. 38. ACM, 2016. DOI: https://doi.org/10.1145/2905055.2905244
  25. Alam, Tanweer. ”Fuzzy control based mobility framework for evaluating mobility models in MANET of smart devices.” ARPN Journal of Engineering and Applied Sciences 12, no. 15 (2017): 4526-4538.
  26. Tanweer Alam, Mohamed Benaida. ”Blockchain and Internet of Things in Higher Education.” Universal Journal of Educational Research 8.5 (2020). pp 2164 - 2174. DOI: https://doi.org/ 10.13189/ujer.2020.080556
  27. Tanweer Alam, Mohamed Benaida, “Blockchain, Fog and IoT Integrated Framework: Review, Architecture and Evaluation”, Technology Reports of Kansai University, Volume - 62 , Issue 02, 2020.
  28. Shapiro, Jonathan. ”Genetic algorithms in machine learning.” In Advanced Course on Artificial Intelligence, pp. 146-168. Springer, Berlin, Heidelberg, 1999.
  29. Jedlicka, P., Ryba, T. Genetic algorithm application in image segmentation. Pattern Recognit. Image Anal. 26, 497–501 (2016).
  30. Baker, Barrie M., and M. A. Ayechew. ”A genetic algorithm for the vehicle routing problem.” Computers & Operations Research 30, no. 5 (2003): 787-800.
  31. Sivanandam, S. N., and S. N. Deepa. ”Genetic algorithm optimization problems.” In Introduction to genetic algorithms, pp. 165-209. Springer, Berlin, Heidelberg, 2008.
  32. Cuevas, Erik, Daniel Zaldívar, and Marco Pérez-Cisneros. ”A swarm optimization algorithm for multimodal functions and its application in multicircle detection.” Mathematical Problems in Engineering 2013 (2013).
  33. Brooks, Arthur C. ”Genetic algorithms and public economics.” Journal of Public Economic Theory 2, no. 4 (2000): 493-513.
  34. Whitley, D., Starkweather, T. and Bogart, C., 1990. Genetic algorithms and neural networks: Optimizing connections and connectivity. Parallel computing, 14(3), pp.347-361.
  35. Nugroho, E.D., Wibowo, M.E. and Pulungan, R., 2017, July. Parallel implementation of genetic algorithm for searching optimal parameters of artificial neural networks. In 2017 3rd International Conference on Science and Technology-Computer (ICST) (pp. 136-141). IEEE.
  36. Shrivastava, P., Dhingra, S.L. and Gundaliya, P.J., 2002. Application of genetic algorithm for scheduling and schedule coordination problems. Journal of advanced transportation, 36(1), pp.23-41.
  37. Toogood, R., Hao, H. and Wong, C., 1995, October. Robot path planning using genetic algorithms. In 1995 IEEE International Conference on Systems, Man and Cybernetics. Intelligent Systems for the 21st Century (Vol. 1, pp. 489-494). IEEE.
  38. Marta, A.C., 2008. Parametric study of a genetic algorithm using a aircraft design optimization problem. Report Stanford University, Department of Aeronautics and Astronautics.
  39. Piserchia, Zachary. ”Applications of Genetic Algorithms in Bioinformatics.” PhD diss., UC Riverside, 2018.
  40. Cvjetkovic, Vladimir. ”Pocket labs supported IoT teaching.” International Journal of Engineering Pedagogy 8, no. 2 (2018): 32-48.
  41. Mironova, Olga, Irina Amitan, and Jüri Vilipõld. ”Programming basics for beginners: Experience of the institute of informatics at Tallinn University of Technology.” International Journal of Engineering Pedagogy. Vol. 7, No. 4, 2017
  42. Atoum, Issa. ”A Spiral Software Engineering Model to Inspire Innovation and Creativity of University Students.” International Journal of Engineering Pedagogy (iJEP) 9, no. 5 (2019): 7-23.
  43. Liao, Y.H. and Sun, C.T., 2001. An educational genetic algorithms learning tool. IEEE transactions on Education, 44(2), pp.20-pp.
  44. Tanweer Alam. mHealth Communication Framework using blockchain and IoT Technologies. International Journal of Scientific & Technology Research. Vol 9(6), 2020
  45. T. Alam ”Design a blockchain-based middleware layer in the Internet of Things Architecture,” JOIV : International Journal on Informatics Visualization, vol. 4, no. 1, , pp. 28 - 31, Feb. 2020. https://doi.org/10.30630/joiv.4.1.334
  46. Rajsingh, Elijah Blessing, Jey Veerasamy, Amir H. Alavi, and J. Dinesh Peter, eds. Advances in Big Data and Cloud Computing. Vol. 645. Springer, 2018.