An Efficient Evolutionary Approach to Parameter Identification in a Building Thermal Model
暂无分享,去创建一个
Xin Yao | Zhenyu Yang | Xiaoli Li | Ke Tang | Thorsten Schnier | Chris P. Bowers | T. Schnier | Xiaoli Li | Zhenyu Yang | X. Yao | K. Tang
[1] Kostas S. Metaxiotis,et al. Artificial intelligence in short term electric load forecasting: a state-of-the-art survey for the researcher , 2003 .
[2] René Thomsen,et al. A comparative study of differential evolution, particle swarm optimization, and evolutionary algorithms on numerical benchmark problems , 2004, Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753).
[3] Jürgen Branke,et al. Evolutionary optimization in uncertain environments-a survey , 2005, IEEE Transactions on Evolutionary Computation.
[4] Tahir Ayata,et al. Investigating the potential use of natural ventilation in new building designs in Turkey , 2006 .
[5] Chin-Teng Lin,et al. Nonlinear System Control Using Adaptive Neural Fuzzy Networks Based on a Modified Differential Evolution , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).
[6] R. Storn,et al. Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series) , 2005 .
[7] Andries Petrus Engelbrecht,et al. Differential evolution for integer programming problems , 2007, 2007 IEEE Congress on Evolutionary Computation.
[8] X. Yaoc,et al. A novel evolutionary algorithm for determining uni " ed creep damage constitutive equations , 2002 .
[9] Arthur C. Sanderson,et al. JADE: Adaptive Differential Evolution With Optional External Archive , 2009, IEEE Transactions on Evolutionary Computation.
[10] Janez Brest,et al. Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems , 2006, IEEE Transactions on Evolutionary Computation.
[11] Mohammad Reza Amin-Naseri,et al. Combined use of unsupervised and supervised learning for daily peak load forecasting , 2008 .
[12] Xin Yao,et al. Self-adaptive differential evolution with neighborhood search , 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).
[13] Erik De Schutter,et al. Automated neuron model optimization techniques: a review , 2008, Biological Cybernetics.
[14] Carlos E. Pedreira,et al. Neural networks for short-term load forecasting: a review and evaluation , 2001 .
[15] Xin Yao,et al. Dynamic Control of Adaptive Parameters in Evolutionary Programming , 1998, SEAL.
[16] Bahram Moshfegh,et al. Energy demand and indoor climate in a low energy building—changed control strategies and boundary conditions , 2006 .
[17] Shengwei Wang,et al. Optimal simplified thermal models of building envelope based on frequency domain regression using genetic algorithm , 2007 .
[18] Xin Yao,et al. Large scale evolutionary optimization using cooperative coevolution , 2008, Inf. Sci..
[19] Maria Wall,et al. Influence of window size on the energy balance of low energy houses , 2006 .
[20] Spyros G. Tzafestas,et al. Computational Intelligence Techniques for Short-Term Electric Load Forecasting , 2001, J. Intell. Robotic Syst..
[21] Dorothea Heiss-Czedik,et al. An Introduction to Genetic Algorithms. , 1997, Artificial Life.
[22] M. Macias,et al. Application of night cooling concept to social housing design in dry hot climate , 2006 .
[23] Jan F. Kreider,et al. Handbook of Heating, Ventilation, and Air Conditioning , 2000 .
[24] Xin Yao,et al. An Evolutionary Approach to Modeling Radial Brightness Distributions in Elliptical Galaxies , 2004, PPSN.
[25] Jonathan A. Wright,et al. Optimization of building thermal design and control by multi-criterion genetic algorithm , 2002 .
[26] Nima Amjady,et al. Short-term hourly load forecasting using time-series modeling with peak load estimation capability , 2001 .
[27] Xin Yao,et al. A Memetic Algorithm for VLSI Floorplanning , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).
[28] P. N. Suganthan,et al. Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization , 2009, IEEE Transactions on Evolutionary Computation.
[29] Luis Pérez-Lombard,et al. A review on buildings energy consumption information , 2008 .
[30] K. E. Vugrin. On the Effect of Numerical Noise in Simulation-Based Optimization , 2003 .
[31] Shengwei Wang,et al. Simplified building model for transient thermal performance estimation using GA-based parameter identification , 2006 .
[32] Xin Yao,et al. Evolutionary programming made faster , 1999, IEEE Trans. Evol. Comput..
[33] Xin Yao,et al. Short-term load forecasting with neural network ensembles: A comparative study , 2011 .
[34] Xin Yao,et al. An adaptive coevolutionary Differential Evolution algorithm for large-scale optimization , 2009, 2009 IEEE Congress on Evolutionary Computation.
[35] Riccardo Poli,et al. Particle swarm optimization , 1995, Swarm Intelligence.
[36] Jonathan A. Wright,et al. HVAC optimisation studies: Sizing by genetic algorithm , 1996 .
[37] Jing J. Liang,et al. Comprehensive learning particle swarm optimizer for global optimization of multimodal functions , 2006, IEEE Transactions on Evolutionary Computation.
[38] Shengwei Wang,et al. Parameter estimation of internal thermal mass of building dynamic models using genetic algorithm , 2006 .
[39] Xin Yao,et al. Scalability of generalized adaptive differential evolution for large-scale continuous optimization , 2010, Soft Comput..
[40] de Mh Martin Wit,et al. Hambase : heat, air and moisture model for building and systems evaluation , 2006 .
[41] Arnold Janssens,et al. Passive cooling in a low-energy office building , 2005 .
[42] Xin Yao,et al. Short-Term Load Forecasting with Neural Network Ensembles: A Comparative Study [Application Notes] , 2011, IEEE Computational Intelligence Magazine.
[43] Plamen Angelov,et al. Evolutionary Synthesis of HVAC System Configurations: Algorithm Development (RP-1049) , 2008 .
[44] Xin Yao,et al. Making a Difference to Differential Evolution , 2008, Advances in Metaheuristics for Hard Optimization.
[45] Rainer Storn,et al. System design by constraint adaptation and differential evolution , 1999, IEEE Trans. Evol. Comput..
[46] D K Smith,et al. Numerical Optimization , 2001, J. Oper. Res. Soc..
[47] Peter J. Fleming,et al. The MATLAB genetic algorithm toolbox , 1995 .
[48] Rainer Storn,et al. Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces , 1997, J. Glob. Optim..