Ausgabe 7/2019
Special Issue on Theory and Applications of Soft Computing Methods (pp. 1983-2115)
Inhalt (81 Artikel)
Attraction and diffusion in nature-inspired optimization algorithms
Xin-She Yang, Suash Deb, Thomas Hanne, Xingshi He
Monarch butterfly optimization
Gai-Ge Wang, Suash Deb, Zhihua Cui
Species co-evolutionary algorithm: a novel evolutionary algorithm based on the ecology and environments for optimization
Wuzhao Li, Lei Wang, Xingjuan Cai, Junjie Hu, Weian Guo
Multi-focus image fusion using best-so-far ABC strategies
Anan Banharnsakun
Self-adaptive differential evolution with multiple strategies for dynamic optimization of chemical processes
Bin Xu, Wushan Cheng, Feng Qian, Xiuhui Huang
A new NN-PSO hybrid model for forecasting Euro/Dollar exchange rate volatility
Ehsan Hajizadeh, Masoud Mahootchi, Akbar Esfahanipour, Mahdi Massahi Kh.
Green wave traffic control system optimization based on adaptive genetic-artificial fish swarm algorithm
Changxi Ma, Ruichun He
Development of prediction models for shear strength of SFRCB using a machine learning approach
Masoud Sarveghadi, Amir H. Gandomi, Hamed Bolandi, Amir H. Alavi
OPE-HCA: an optimal probabilistic estimation approach for hierarchical clustering algorithm
Jiancong Fan
Development of a novel Peng–Robinson plus association equation of state for industrially important associating compounds
Leila Eslami, Behnam Khadem-Hamedani
Support vector-based fuzzy classifier with adaptive kernel
Hamed Ganji, Shahram Khadivi, Mohammad Mehdi Ebadzadeh
A study of hybrid data selection method for a wavelet SVR mid-term load forecasting model
Hamid Reza Alirezaei, Abolfazl Salami, Mohammad Mohammadinodoushan
A hybrid conceptual cost estimating model using ANN and GA for power plant projects
Sanaz Tayefeh Hashemi, Omid Mahdi Ebadati E., Harleen Kaur
Discrete greedy flower pollination algorithm for spherical traveling salesman problem
Yongquan Zhou, Rui Wang, Chengyan Zhao, Qifang Luo, Mohamed A. Metwally
Adaptive consensus tracking of non-square MIMO nonlinear systems with input saturation and input gain matrix under directed graph
Hassan Ghiti Sarand, Bahram Karimi
A combined NN and dynamic gain-based approach to further stabilize nonlinear time-delay systems
Na Duan, Huifang Min, Zhan Shu, Shuliang Wang
Multi-objective particle swarm optimization-based adaptive neuro-fuzzy inference system for benzene monitoring
Husanbir Singh Pannu, Dilbag Singh, Avleen Kaur Malhi
Modifying CMAC adaptive control with weight smoothing in order to avoid overlearning and bursting
C. J. B. Macnab
Forecasting of Turkey’s monthly electricity demand by seasonal artificial neural network
Coşkun Hamzaçebi, Hüseyin Avni Es, Recep Çakmak
A reproducing kernel Hilbert space pseudospectral method for numerical investigation of a two-dimensional capillary formation model in tumor angiogenesis problem
M. Emamjome, B. Azarnavid, H. Roohani Ghehsareh
Short-term prediction of wind power using a hybrid pseudo-inverse Legendre neural network and adaptive firefly algorithm
S. P. Mishra, P. K. Dash
Rock slope damage level prediction by using multivariate adaptive regression splines (MARS)
Tarkan Erdik, Ali Osman Pektas
Intuitionistic fuzzy divergence measure-based multi-criteria decision-making method
Arunodaya Raj Mishra, Reetu Kumari, D. K. Sharma
A segment-wise prediction based on genetic algorithm for object recognition
Xue-song Tang, Hui Wei
Neural networks ensemble for automatic DNA microarray spot classification
Juan Carlos Rojas-Thomas, Marco Mora, Matilde Santos
Fuzzy goal programming-based ant colony optimization algorithm for multi-objective topology design of distributed local area networks
Salman A. Khan, Amjad Mahmood
Prediction and optimization by using SVR, RSM and GA in hard turning of tempered AISI 1060 steel under effective cooling condition
Mozammel Mia, Nikhil Ranjan Dhar
Numerical treatment of nonlinear singular Flierl–Petviashivili systems using neural networks models
Muhammad Asif Zahoor Raja, Junaid Ali Khan, Aneela Zameer, Najeeb Alam Khan, Muhammad Anwaar Manzar
Image encryption algorithm based on Lorenz chaotic map with dynamic secret keys
Obaida M. Al-Hazaimeh, Mohammad F. Al-Jamal, Nouh Alhindawi, Abedalkareem Omari
A hybrid computational approach for Jeffery–Hamel flow in non-parallel walls
Jagdev Singh, M. M. Rashidi, Sushila, Devendra Kumar
A novel efficient image encryption scheme based on chained skew tent maps
M. Ghebleh, A. Kanso
Fuzzy maximum likelihood change-point algorithms for identifying the time of shifts in process data
Kang-Ping Lu, Shao-Tung Chang
Undersampled face recognition based on virtual samples and representation classification
Jun Yang, Yanli Liu
Statistical machine translation of Indian languages: a survey
Nadeem Khan Jadoon, Waqas Anwar, Usama Ijaz Bajwa, Farooq Ahmad
Fuzzy logic control on FPGA for two axes solar tracking
J. de la Cruz-Alejo, R. Antonio-Méndez, M. Salazar-Pereyra
New predictive method for estimation of natural gas hydrate formation temperature using genetic programming
Danial Abooali, Ehsan Khamehchi
Attribute weight computation in a decision making problem by particle swarm optimization
Satyajit Das, Debashree Guha
A comparative performance analysis of different activation functions in LSTM networks for classification
Amir Farzad, Hoda Mashayekhi, Hamid Hassanpour
Simple speed estimators reproduce MT responses and identify strength of visual illusion
Daiki Nakamura, Shunji Satoh
Optimal control for wastewater treatment process based on an adaptive multi-objective differential evolution algorithm
Jun-Fei Qiao, Ying Hou, Hong-Gui Han
EEG classification using recurrent adaptive neuro-fuzzy network based on time-series prediction
Hossein Komijani, Mohammad Reza Parsaei, Ebrahim Khajeh, Mohammad Javad Golkar, Houman Zarrabi
Design of hybrid nature-inspired heuristics with application to active noise control systems
Muhammad Asif Zahoor Raja, Muhammad Saeed Aslam, Naveed Ishtiaq Chaudhary, Muhammad Nawaz, Syed Muslim Shah
Learning image convolutional representations and complete tags jointly
Yanbin Wu, Hongbin Zhai, Mengna Li, Fan Cui, Li Wang, Nitin Patil
Evolving temporal association rules in recommender system
Huiyu Zhou, Kotaro Hirasawa
Nonparametric kernel smoother on topology learning neural networks for incremental and ensemble regression
Jianhua Xiao, Zhiyang Xiang, Dong Wang, Zhu Xiao
Neural networks for power management optimal strategy in hybrid microgrid
Tiancai Wang, Xing He, Ting Deng
Automatic single-view monocular camera calibration-based object manipulation using novel dexterous multi-fingered delta robot
Sachin Kansal, Sudipto Mukherjee
An improved back propagation neural network based on complexity decomposition technology and modified flower pollination optimization for short-term load forecasting
Lina Pan, Xiaosu Feng, Fawen Sang, Longjie Li, Mingwei Leng, Xiaoyun Chen
A generalized reinforcement learning scheme for random neural networks
Ricardo Lent
Exponential dissipativity criteria for generalized BAM neural networks with variable delays
R. Saravanakumar, Grienggrai Rajchakit, M. Syed Ali, Young Hoon Joo
Accurate photovoltaic power forecasting models using deep LSTM-RNN
Mohamed Abdel-Nasser, Karar Mahmoud
Efficient anomaly classification for spacecraft reaction wheels
Ehab A. Omran, Wael A. Murtada
Decision making with multiplicative hesitant fuzzy linguistic preference relations
Jie Tang, Fanyong Meng
Quantum multiverse optimization algorithm for optimization problems
Gehad Ismail Sayed, Ashraf Darwish, Aboul Ella Hassanien
Locator slope calculation via deep representations based on monocular vision
Yang Yang, Wensheng Zhang, Zewen He, Dongjie Chen
A facial expression recognition method based on ensemble of 3D convolutional neural networks
Wenyun Sun, Haitao Zhao, Zhong Jin
Deep trajectory: a deep learning approach for mobile advertising in vehicular networks
Xin Li, Liang Yang, Yi Li, Chuan Zhou
Dynamic optimization based on state transition algorithm for copper removal process
Miao Huang, Xiaojun Zhou, Tingwen Huang, Chunhua Yang, Weihua Gui
Development of novel methods to predict the strength properties of thermally treated sandstone using statistical and soft-computing approach
Nikhil Ninad Sirdesai, Alok Singh, Lakshmi Kant Sharma, Rajesh Singh, T. N. Singh
A cross-layer design for data dissemination in vehicular ad hoc networks
Yaoxin Duan, Victor C. S. Lee, Kam-Yiu Lam, Wendi Nie, Kai Liu
Large-scale structural learning and predicting via hashing approximation
Dandan Chen, Yingjie Tian
KKT condition-based smoothing recurrent neural network for nonsmooth nonconvex optimization in compressed sensing
Dan Wang, Zhuhong Zhang
Two novel hybrid Self-Organizing Map based emotional learning algorithms
Qun Dai, Lin Guo
A new hybrid gravitational search–teaching–learning-based optimization method for energy demand estimation of Turkey
Mehmet Fatih Tefek, Harun Uğuz, Mehmet Güçyetmez
Nonlinear single-input single-output model-based estimation of cardiac output for normal and depressed cases
Islam Ismail Mohamed, Mohamed Abdelkader Aboamer, Ahmad Taher Azar, Khaled Wahba, Andy Schumann, Karl Jürgen Bär
Artificial neural network based screening of cervical cancer using a hierarchical modular neural network architecture (HMNNA) and novel benchmark uterine cervix cancer database
Mehbob Ali, Abid Sarwar, Vinod Sharma, Jyotsna Suri
An optimized SVM-k-NN currency exchange forecasting model for Indian currency market
Rudra Kalyan Nayak, Debahuti Mishra, Amiya Kumar Rath
Neural network-based discretization of nonlinear differential equations
Yoshiro Suzuki
Optimal sliding mode control for frequency regulation in deregulated power systems with DFIG-based wind turbine and TCSC–SMES
Preeti Dahiya, Veena Sharma, R. Naresh
QoS multicast routing for wireless mesh network based on a modified binary bat algorithm
Yassine Meraihi, Dalila Acheli, Amar Ramdane-Cherif
Figure-ground image segmentation using feature-based multi-objective genetic programming techniques
Yuyu Liang, Mengjie Zhang, Will N. Browne
Group decision making with interval fuzzy preference relations based on DEA and stochastic simulation
Jinpei Liu, Qin Xu, Huayou Chen, Ligang Zhou, Jiaming Zhu, Zhifu Tao
Query-specific optimal convolutional neural ranker
Jingzheng Yao, Feng Liu, Yanyan Geng
Non-negative enhanced discriminant matrix factorization method with sparsity regularization
Ming Tong, Haili Bu, Mengao Zhao, Shengnan Xi, Hailong Li
Sparse subspace clustering with low-rank transformation
Gang Xu, Mei Yang, Qiufeng Wu
In-air handwritten English word recognition using attention recurrent translator
Ji Gan, Weiqiang Wang
Short-term wind power prediction based on improved small-world neural network
Shuang-Xin Wang, Meng Li, Long Zhao, Chen Jin
EEG-based tonic cold pain recognition system using wavelet transform
Rami Alazrai, Mohammad Momani, Hussein Abu Khudair, Mohammad I. Daoud
Fuzzy proximal relator spaces
Mehmet Ali Öztürk, Ebubekir İnan, Özlem Tekin, James Francis Peters