Undergraduate Honour's Project: Winter 2013
Title : Parallel Ant Colony Optimization Algorithm for Traveling Salesman Problem on Multicore Architecture

Student Teacher Recognition Award
Received NSERC CGS-M Scholarship

MSc Thesis Title: A Polymorphic Ant-Based Algorithm for Graph Clustering

Publications

Ying Ying Liu, Parimala Thulasiraman, Ruppa K. Thulasiram, Parallelizing Active Memory Ants with MapReduce for Clustering Financial Time Series Data , The 6th IEEE International Conference on Big Data and Cloud Computing (BDCloud 2016), Atlanta, GA, October 8-10, 2016.
Jose Juan Mijares Chan, Yuyin Mao, Ying Ying Liu, Parimala Thulasiraman, Ruppa K. Thulasiram, Parallel Ant Brood Graph Partitioning in Julia , 11th International Conference on Parallel Processing and Applied Mathematics, Springer, Sept. 6-9, 2015.
Ying Ying Liu and Parimala Thulasiraman, Traffic Aware Dynamic Routinging , Vehicle Technology, Winnipeg, MB, October 2019.
Ying Ying Liu, Fatemeh Enayatollahi and Parimala Thulasiraman, Traffic Aware Many-Objective Dynamic Route Planning , IEEE Symposium Series on Computational Intelligence, Dec. 6- 9, 2019, Xiamen, China.
Ying Ying Liu, Austin Cooke, Parimala Thulasiraman, Location Privacy Preservation of Vehicle Data in Internet of Vehicles, The Twelfth International Conference on Evolving Internet (INTERNET 2020), October 18, 2020 to October 22, 2020 - Porto, Portugal.
Ying Ying Liu, Parimala Thulasiraman and Nelishia Pillay, Bicriterion Coevolution for the Multi-objective Travelling Salesperson Problem , 2022 IEEE Congress on Evolutionary Computation (IEEE CEC 2022) under IEEE WCCI, Padua, Italy, June 2022.
Ying Ying Liu, Parimala Thulasiraman and Nelishia Pillay, Worst and Generalized Severity Evaluation for Evolutionary Dynamic Multi-objective Optimization , 2022 IEEE Symposium Series on Computational Intelligence (SSCI), Singapore, Dec. 4- 7, 2022.