Long-Hua Ma, Yu Zhang, Chun-Ning Yang and Hui Li
Information Technology Journal, 2012, 11(11), 1655-1659.
For signal processing and process control, the minimax problem is a crucial point in research subjects. But efficient solutions to equality and inequality constrained nonlinear general minimax problems are relatively scarce. A minimax neural network model was proposed to solve the general minimax problem based on penalty function. In this model, the unique requirement is that the objective function and constraint functions should be first-order differentiable. In addition to the global stability analysis based on the Lyapunov function, the proposed model was simulated and its validity was evaluated with numerical results. Experimental results demonstrated that the proposed minimax neural network model can solve the problem in seconds which is more efficient than the conventional genetic algorithm and simplex genetic algorithms.
ASCI-ID: 28-1742
Information Technology Journal, 2012, 11(7), 775-781.
Study on the Capacity of Hopfield Neural NetworksInformation Technology Journal, 2008, 7(4), 684-688.
Artificial Neural Networks for Microstructure Analysis of Rolling ProcessInformation Technology Journal, 2003, 2(1), 65-68.
Activity Structyures Based Framework for Image SegmentationInformation Technology Journal, 2003, 2(1), 72-77.
A Hybrid Classifier for Protein Secondary Structure PredictionInformation Technology Journal, 2005, 4(4), 433-438.
Comparison of ARIMA and RBFN Models to Predict the Bank TransactionsInformation Technology Journal, 2007, 6(3), 475-477.
Automated Oracle Based on Multi-Weighted Neural Networks for GUI TestingInformation Technology Journal, 2007, 6(3), 370-375.
Intelligent Tutoring System: Hierarchical Rule as a Knowledge Representation and Adaptive Pedagogical ModelInformation Technology Journal, 2007, 6(5), 739-744.
Detection and Classification of Leaf Diseases using K-means-based Segmentation and Neural-networks-based ClassificationInformation Technology Journal, 2011, 10(2), 267-275.
Novel Robust Stability Criteria for a Class of Neural Networks with Mixed ime-varying Delays and Nonlinear PerturbationsInformation Technology Journal, 2011, 10(11), 2202-2207.
Enhanced Neural Networks Model Based on a Single Layer Linear Counterpropagation for Prediction and Function ApproximationInformation Technology Journal, 2006, 5(1), 45-50.
Applications of the General Nonlinear Neural Networks in Solving the Inverse Optimal Value Problem with Linear ConstraintsInformation Technology Journal, 2012, 11(6), 713-718.
Stability Criteria in Division Regions for Nonautonomous Delayed Neural NetworksInformation Technology Journal, 2013, 12(16), 3769-3772.
Comprehensive Evaluation Model Research of Regional Sports Industrys Competitiveness Based on Fuzzy TheoryInformation Technology Journal, 2013, 12(19), 5201-5205.
Oracle Model Based on RBF Neural Networks for Automated Software TestingInformation Technology Journal, 2007, 6(3), 469-474.
A New Design of Active Noise Feedforward Control Systems Using Delta Rule AlgorithmInformation Technology Journal, 2007, 6(8), 1162-1165.
Application of New Feature Extraction Technique to PVT Images of Composite StructuresInformation Technology Journal, 2004, 3(3), 332-336.
Comparison Neural Networks and Ossanna Circle Diagram for Asynchronous Motors Performance AnalysisInformation Technology Journal, 2004, 3(3), 315-318.
Automatic Classification of Focal Lesions in Ultrasound Liver Images Using Combined Texture FeaturesInformation Technology Journal, 2008, 7(1), 205-209.
A General Approach for Optimizing Degree of Variability of Software ComponentsInformation Technology Journal, 2008, 7(3), 474-481.
Artificial Immune-Chaos Hybrid Algorithm for Geometric Constraint SolvingInformation Technology Journal, 2009, 8(3), 360-365.
Independent Global Constraints-Aware Web Service Composition OptimizationInformation Technology Journal, 2009, 8(2), 181-187.
Knowledge Transfer Optimization Simulation for Innovation NetworksInformation Technology Journal, 2009, 8(4), 589-594.
Precoding for Non-Coordinative Multi-Cell Multi-Antenna NetworksInformation Technology Journal, 2010, 9(2), 337-342.
Locating the Pollution Sources in Sensornets with a Partial Differential EquationInformation Technology Journal, 2011, 10(8), 1620-1625.
Parametric Optimization of an Eight-bar Mechanism of a Wheel Loader Based on SimulationInformation Technology Journal, 2011, 10(9), 1801-1808.
Opposition-based Cooperative Coevolutionary Differential Evolution Algorithm With Gaussian Mutation for Simplified Satellite Module OptimizationInformation Technology Journal, 2012, 11(1), 67-75.
Linear Model Based Software Approach with Ideal Amino Acid Profiles for Least-cost Poultry Ration FormulationInformation Technology Journal, 2012, 11(7), 788-793.
Synchronizability Optimization for the Edge Iteration Based Deterministic Small-world Network with the Modified Simulated Annealing AlgorithmInformation Technology Journal, 2013, 12(2), 357-362.
Circuit Automatic Design Algorithm Base on Cultural Evolution TheoryInformation Technology Journal, 2014, 13(6), 1110-1117.
Dual-system Cooperative Coevolutionary Differential Evolution Algorithm for Solving Nonseparable Function OptimizationInformation Technology Journal, 2013, 12(9), 1796-1803.
Petri-net Modeling of Container-port Work FloInformation Technology Journal, 2013, 12(9), 1845-1850.
Method of Modal Analysis for Wind Turbines Based on Air-structure Coupling Vibration ModelInformation Technology Journal, 2013, 12(8), 1644-1649.
Researches on Scheduling Technology in Oil-refining Industry: A ReviewInformation Technology Journal, 2013, 12(18), 4561-4568.
Functional Area Layout Method of Underground Logistic Terminal based on Genetic Algorithm and Automod Simulation PlatformInformation Technology Journal, 2013, 12(19), 4977-4984.
An Incentive Payment Solution for Service Providers in Service Supply ChainsInformation Technology Journal, 2013, 12(20), 5719-5724.
Fuzzy Simulation on the Vehicle Routing ProblemInformation Technology Journal, 2013, 12(21), 6098-6102.
Reliability Optimization of Barrier Lake Disposal Based on Engineering and CostInformation Technology Journal, 2013, 12(23), 7651-7655.
Supply Chain Resource Integration and Optimization in Mass Customization by the Fourth Party LogisticsInformation Technology Journal, 2013, 12(23), 7729-7733.
An Identification Approach of Nonlinear System ModelsInformation Technology Journal, 2014, 13(7), 1423-1426.
Build and Optimization Method of Embedded Cross AssemblerInformation Technology Journal, 2014, 13(13), 2145-2151.
Wireless Network Performance Optimization Using Opnet ModelerInformation Technology Journal, 2006, 5(1), 18-24.
Improved Artificial Immune Algorithm and its application on the Permutation Flow Shop Sequencing ProblemsInformation Technology Journal, 2007, 6(6), 929-933.
Adaptive SAGA Based on Mutative Scale Chaos Optimization StrategyInformation Technology Journal, 2006, 5(3), 524-528.
Improved Design of Trellis Space-time Code for High Spatial-and Multipath Diversity in MIMO-OFDM Fading ChannelsInformation Technology Journal, 2010, 9(7), 1294-1305.
Differential Evolution using Uniform-Quasi-Opposition for Initializing the PopulationInformation Technology Journal, 2010, 9(8), 1629-1634.
An Improved GM(1,1) Model Based on Modified Background ValueInformation Technology Journal, 2017, 16(1), 11-16.
IEEE Transactions on Neural Networks and Learning Systems, 2017, 28(3), 620. DOI: 10.1109/TNNLS.2016.2538288