Publications

Risto Miikkulainen, Babak Hodjat, Xin Qiu, Jason Liang, Elliot Meyerson, Aditya Rawal, Hormoz Shahrzad (2018). Evolution is the new deep learning. SIGEVOlution.

Xin Qiu, Jian-Xin Xu, Yinghao Xu, Kay Chen Tan (2018). A New Differential Evolution Algorithm for Minimax Optimization in Robust Design. IEEE Transactions on Cybernetics.

Xin Qiu, Kay Chen Tan, Jian-Xin Xu (2017). Multiple Exponential Recombination for Differential Evolution. IEEE Transactions on Cybernetics.

Xin Qiu, Jianxin Xu, Kay Chen Tan (2016). Enhancing exploration in differential evolution via exponential recombination. 2016 IEEE Congress on Evolutionary Computation (CEC).

Jin Kiat Chong, Xin Qiu (2016). An opposition-based self-adaptive differential evolution with decomposition for solving the multiobjective multiple salesman problem. 2016 IEEE Congress on Evolutionary Computation (CEC).

Xin Qiu, Jian-Xin Xu, Kay Chen Tan, Hussein A. Abbass (2016). Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization. IEEE Transactions on Evolutionary Computation.

Xin Qiu, Ye Huang, Kay Chen Tan (2015). A Novel Multi-objective Optimization Framework Combining NSGA-II and MOEA/D. Proceedings of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems - Volume 2.

Xin Qiu, Weinan Xu, Jian-Xin Xu, Kay Chen Tan (2015). A New Framework for Self-adapting Control Parameters in Multi-objective Optimization. Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation.

Xin Qiu, Ye Huang, Jian-Xin Xu, Kay Chen Tan (2014). A Novel Hybrid Multi-objective Optimization Framework: Rotating the Objective Space. Simulated Evolution and Learning.

Xin Qiu, Jianxin Xu, Kay Chen Tan (2014). A novel Differential Evolution (DE) algorithm for multi-objective optimization. 2014 IEEE Congress on Evolutionary Computation (CEC).