Publications

Amir H Gandomi, Kalyanmoy Deb, Ronald C Averill, Shahryar Rahnamayan, Mohammad Nabi Omidvar (2019). Using semi-independent variables to enhance optimization search. Expert Systems with Applications.

Danial Yazdani, Mohammad Nabi Omidvar, Jürgen Branke, Trung Thanh Nguyen, Xin Yao (2019). Scaling Up Dynamic Optimization Problems: A Divide-and-Conquer Approach. IEEE Transactions on Evolutionary Computation.

Danial Yazdani, Mohammad Nabi Omidvar, Igor Deplano, Charly Lersteau, Ahmed Makki, Jin Wang, Trung Thanh Nguyen (2019). Real-time seat allocation for minimizing boarding/alighting time and improving quality of service and safety for passengers. Transportation Research Part C: Emerging Technologies.

Yuan Sun, Xiaodong Li, Andreas Ernst, Mohammad Nabi Omidvar (2019). Decomposition for Large-scale Optimization Problems with Overlapping Components. 2019 IEEE Congress on Evolutionary Computation (CEC).

Borhan Kazimipour, Mohammad Nabi Omidvar, A Kai Qin, Xiaodong Li, Xin Yao (2019). Bandit-based cooperative coevolution for tackling contribution imbalance in large-scale optimization problems. Applied Soft Computing.

Ran Cheng, Mohammad Nabi Omidvar, Amir H Gandomi, Bernhard Sendhoff, Stefan Menzel, Xin Yao (2018). Solving Incremental Optimization Problems via Cooperative Coevolution. IEEE Transactions on Evolutionary Computation.

Danial Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Trung Thanh Nguyen, Xin Yao (2018). Changing or keeping solutions in dynamic optimization problems with switching costs. Proceedings of the Genetic and Evolutionary Computation Conference.

Yuan Sun, Mohammad Nabi Omidvar, Michael Kirley, Xiaodong Li (2018). Adaptive threshold parameter estimation with recursive differential grouping for problem decomposition. Proceedings of the Genetic and Evolutionary Computation Conference.

S Gharehbaghi, AH Gandomi, S Achakpour, MN Omidvar (2018). A hybrid computational approach for seismic energy demand prediction. Expert Systems with Applications.

Junfeng Chen, Mohammad Nabi Omidvar, Morteza Azad, Xin Yao (2017). Knowledge-based particle swarm optimization for PID controller tuning. 2017 IEEE Congress on Evolutionary Computation (CEC).

Mohammad Nabi Omidvar, Xiaodong Li (2017). Evolutionary large-scale global optimization: an introduction. Proceedings of the Genetic and Evolutionary Computation Conference Companion.

Mohammad Nabi Omidvar, Ming Yang, Yi Mei, Xiaodong Li, Xin Yao (2017). DG2: A faster and more accurate differential grouping for large-scale black-box optimization. IEEE Transactions on Evolutionary Computation.

Ke Li, Mohammad Nabi Omidvar, Kalyanmoy Deb, Xin Yao (2016). Variable interaction in multi-objective optimization problems. International Conference on Parallel Problem Solving from Nature.

Ming Yang, Mohammad Nabi Omidvar, Changhe Li, Xiaodong Li, Zhihua Cai, Borhan Kazimipour, Xin Yao (2016). Efficient resource allocation in cooperative co-evolution for large-scale global optimization. IEEE Transactions on Evolutionary Computation.

Kavitesh Bali, Rohitash Chandra, Mohammad N Omidvar (2016). Contribution based multi-island competitive cooperative coevolution. 2016 IEEE Congress on Evolutionary Computation (CEC).

Mohammad Nabi Omidvar, Borhan Kazimipour, Xiaodong Li, Xin Yao (2016). CBCC3—A contribution-based cooperative co-evolutionary algorithm with improved exploration/exploitation balance. 2016 IEEE Congress on Evolutionary Computation (CEC).

Yi Mei, Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao (2016). A competitive divide-and-conquer algorithm for unconstrained large-scale black-box optimization. ACM Transactions on Mathematical Software (TOMS).

Asad Mohammadi, Mohammad Nabi Omidvar, Xiaodong Li, Kalyanmoy Deb (2015). Sensitivity analysis of penalty-based boundary intersection on aggregation-based EMO algorithms. 2015 IEEE Congress on Evolutionary Computation (CEC).

Mohammad Nabi Omidvar (2015). IDG: A faster and more accurate differential grouping algorithm.

Mohammad Nabi Omidvar, Xiaodong Li, Ke Tang (2015). Designing benchmark problems for large-scale continuous optimization. Information Sciences.

M Omidvar (2015). Cooperative co-evolutionary algorithms for large-scale optimization.

Kavitesh K Bali, Rohitash Chandra, Mohammad N Omidvar (2015). Competitive island-based cooperative coevolution for efficient optimization of large-scale fully-separable continuous functions. International Conference on Neural Information Processing.

Borhan Kazimipour, Mohammad Nabi Omidvar, Xiaodong Li, A Kai Qin (2015). A sensitivity analysis of contribution-based cooperative co-evolutionary algorithms. 2015 IEEE Congress on Evolutionary Computation (CEC).

Asad Mohammadi, Mohammad Nabi Omidvar, Xiaodong Li, Kalyanmoy Deb (2014). Integrating user preferences and decomposition methods for many-objective optimization. 2014 IEEE Congress on Evolutionary Computation (CEC).

Mohammad Nabi Omidvar, Yi Mei, Xiaodong Li (2014). Effective decomposition of large-scale separable continuous functions for cooperative co-evolutionary algorithms. 2014 IEEE congress on evolutionary computation (CEC).

Mohammad Nabi Omidvar, Xiaodong Li, Yi Mei, Xin Yao (2014). Cooperative co-evolution with differential grouping for large scale optimization. Evolutionary Computation, IEEE Transactions on.

Borhan Kazimipour, Mohammad Nabi Omidvar, Xiaodong Li, A Kai Qin (2014). A novel hybridization of opposition-based learning and cooperative co-evolutionary for large-scale optimization. 2014 IEEE Congress on Evolutionary Computation (CEC).

Xiaodong Li, Ke Tang, Mohammad N Omidvar, Zhenyu Yang, Kai Qin, Hefei China (2013). Benchmark functions for the CEC 2013 special session and competition on large-scale global optimization. gene.

Asad Mohammadi, Mohammad Nabi Omidvar, Xiaodong Li (2013). A new performance metric for user-preference based multi-objective evolutionary algorithms. 2013 IEEE Congress on Evolutionary Computation.

Asad Mohammadi, Mohammad Nabi Omidvar, Xiaodong Li (2012). Reference point based multi-objective optimization through decomposition. 2012 IEEE Congress on Evolutionary Computation.

Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao (2011). Smart use of computational resources based on contribution for cooperative co-evolutionary algorithms. Proceedings of the 13th annual conference on Genetic and evolutionary computation.

Mohammad Nabi Omidvar, Xiaodong Li, Zhenyu Yang, Xin Yao (2010). Cooperative co-evolution for large scale optimization through more frequent random grouping. IEEE Congress on Evolutionary Computation.

Mohammad Nabi Omidvar, Xiaodong Li (2010). A comparative study of CMA-ES on large scale global optimisation. Australasian Joint Conference on Artificial Intelligence.