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Article
Decomposition-based multiobjective evolutionary algorithm with density estimation-based dynamical neighborhood strategy
The multiobjective evolutionary algorithm based on decomposition (MOEA/D) decomposes a multiobjective optimization problem (MOP) into several scalar subproblems and then optimizes them cooperatively in their r...
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Article
A self-organizing fuzzy neural network modeling approach using an adaptive quantum particle swarm optimization
To enhance the model’s flexibility, this study proposes a self-organizing fuzzy neural network (SOFNN) modeling methodology based on an adaptive quantum particle swarm optimization algorithm (AQPSO). First, to...
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Article
Consensus for a Class of Sampled-data Heterogeneous Multi-agent Systems
This paper investigates the problem of consensus for one kind of sampled-data heterogeneous multi-agent system. We first discretize the continuous-time networked system by the method of sampled-data. Then we u...
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Chapter and Conference Paper
Consensus for Heterogeneous Networked Systems Based on Second-Order Neighbors’ Information
In this paper, we focus on the consensus for a class of heterogeneous networked systems by applying the second-order neighbors information. According to the communication with their neighbors, two kinds of lin...
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Article
Nonlinear system modeling using self-organizing fuzzy neural networks for industrial applications
In this paper, a novel self-organizing fuzzy neural network with an adaptive learning algorithm (SOFNN-ALA) for nonlinear system modeling and identification in industrial processes is proposed. To efficiently ...
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Article
Multiobjective optimal control for wastewater treatment process using adaptive MOEA/D
Through the analysis of the biological wastewater treatment process (WWTP), a multiobjective optimal control strategy is developed with the usage of energy consumption (EC) and effluent quality (EQ) as objecti...
