Volume 31, Issue 7 | Neural Computing and Applications

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Volume 31, Issue 7

July 2019

Special Issue on Theory and Applications of Soft Computing Methods (pp. 1983-2115)

Issue Editors:

Zhihua Cui,
Xiao-Zhi Gao,
Suash Deb

81 articles in this issue

Theory and applications of soft computing methods
Zhihua Cui
Xiao-Zhi Gao
Suash Deb
Editorial 26 June 2019 Pages: 1983 - 1985
Attraction and diffusion in nature-inspired optimization algorithms
Xin-She Yang
Suash Deb
Xingshi He
Theory and Applications of Soft Computing Methods 15 May 2015 Pages: 1987 - 1994
Monarch butterfly optimization
Gai-Ge Wang
Suash Deb
Zhihua Cui
Theory and Applications of Soft Computing Methods 19 May 2015 Pages: 1995 - 2014
Species co-evolutionary algorithm: a novel evolutionary algorithm based on the ecology and environments for optimization
Wuzhao Li
Lei Wang
Weian Guo
Theory and Applications of Soft Computing Methods 27 June 2015 Pages: 2015 - 2024
Multi-focus image fusion using best-so-far ABC strategies
Anan Banharnsakun
Theory and Applications of Soft Computing Methods 10 September 2015 Pages: 2025 - 2040
Self-adaptive differential evolution with multiple strategies for dynamic optimization of chemical processes
Bin Xu
Wushan Cheng
Xiuhui Huang
Theory and Applications of Soft Computing Methods 10 January 2019 Pages: 2041 - 2061
A new NN-PSO hybrid model for forecasting Euro/Dollar exchange rate volatility
Ehsan Hajizadeh
Masoud Mahootchi
Mahdi Massahi Kh.
Theory and Applications of Soft Computing Methods 29 August 2015 Pages: 2063 - 2071
Green wave traffic control system optimization based on adaptive genetic-artificial fish swarm algorithm
Changxi Ma
Ruichun He
Theory and Applications of Soft Computing Methods 10 June 2015 Pages: 2073 - 2083
Development of prediction models for shear strength of SFRCB using a machine learning approach
Masoud Sarveghadi
Amir H. Gandomi
Amir H. Alavi
Theory and Applications of Soft Computing Methods 09 August 2015 Pages: 2085 - 2094
OPE-HCA: an optimal probabilistic estimation approach for hierarchical clustering algorithm
Jiancong Fan
Theory and Applications of Soft Computing Methods 05 August 2015 Pages: 2095 - 2105
Development of a novel Peng–Robinson plus association equation of state for industrially important associating compounds
Leila Eslami
Behnam Khadem-Hamedani
Theory and Applications of Soft Computing Methods 26 November 2015 Pages: 2107 - 2115
Support vector-based fuzzy classifier with adaptive kernel
Hamed Ganji
Shahram Khadivi
Mohammad Mehdi Ebadzadeh
Original Article 04 September 2017 Pages: 2117 - 2130
A study of hybrid data selection method for a wavelet SVR mid-term load forecasting model
Hamid Reza Alirezaei
Abolfazl Salami
Mohammad Mohammadinodoushan
Original Article 02 September 2017 Pages: 2131 - 2141
A hybrid conceptual cost estimating model using ANN and GA for power plant projects
Sanaz Tayefeh Hashemi
Omid Mahdi Ebadati E.
Harleen Kaur
Original Article 29 August 2017 Pages: 2143 - 2154
Discrete greedy flower pollination algorithm for spherical traveling salesman problem
Yongquan Zhou
Rui Wang
Mohamed A. Metwally
Original Article 30 August 2017 Pages: 2155 - 2170
Adaptive consensus tracking of non-square MIMO nonlinear systems with input saturation and input gain matrix under directed graph
Hassan Ghiti Sarand
Bahram Karimi
Original Article 31 August 2017 Pages: 2171 - 2182
A combined NN and dynamic gain-based approach to further stabilize nonlinear time-delay systems
Na Duan
Huifang Min
Shuliang Wang
Original Article 29 August 2017 Pages: 2183 - 2193
Multi-objective particle swarm optimization-based adaptive neuro-fuzzy inference system for benzene monitoring
Husanbir Singh Pannu
Dilbag Singh
Avleen Kaur Malhi
Original Article 31 August 2017 Pages: 2195 - 2205
Modifying CMAC adaptive control with weight smoothing in order to avoid overlearning and bursting
C. J. B. Macnab
Original Article 29 August 2017 Pages: 2207 - 2216
Forecasting of Turkey’s monthly electricity demand by seasonal artificial neural network
Coşkun Hamzaçebi
Hüseyin Avni Es
Recep Çakmak
Original Article 25 August 2017 Pages: 2217 - 2231
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
Original Article 30 August 2017 Pages: 2233 - 2241
Short-term prediction of wind power using a hybrid pseudo-inverse Legendre neural network and adaptive firefly algorithm
S. P. Mishra
P. K. Dash
Original Article 15 September 2017 Pages: 2243 - 2268
Rock slope damage level prediction by using multivariate adaptive regression splines (MARS)
Tarkan Erdik
Ali Osman Pektas
Original Article 30 August 2017 Pages: 2269 - 2278
Intuitionistic fuzzy divergence measure-based multi-criteria decision-making method
Arunodaya Raj Mishra
Reetu Kumari
D. K. Sharma
Original Article 01 September 2017 Pages: 2279 - 2294
A segment-wise prediction based on genetic algorithm for object recognition
Xue-song Tang
Hui Wei
Original Article 31 August 2017 Pages: 2295 - 2309
Neural networks ensemble for automatic DNA microarray spot classification
Juan Carlos Rojas-Thomas
Marco Mora
Matilde Santos
Original Article 30 August 2017 Pages: 2311 - 2327
Fuzzy goal programming-based ant colony optimization algorithm for multi-objective topology design of distributed local area networks
Salman A. Khan
Amjad Mahmood
Original Article 31 August 2017 Pages: 2329 - 2347
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
Original Article 11 September 2017 Pages: 2349 - 2370
Numerical treatment of nonlinear singular Flierl–Petviashivili systems using neural networks models
Muhammad Asif Zahoor Raja
Junaid Ali Khan
Muhammad Anwaar Manzar
Original Article 31 August 2017 Pages: 2371 - 2394
Image encryption algorithm based on Lorenz chaotic map with dynamic secret keys
Obaida M. Al-Hazaimeh
Mohammad F. Al-Jamal
Abedalkareem Omari
Original Article 25 August 2017 Pages: 2395 - 2405
A hybrid computational approach for Jeffery–Hamel flow in non-parallel walls
Jagdev Singh
M. M. Rashidi
Devendra Kumar
Original Article 30 August 2017 Pages: 2407 - 2413
A novel efficient image encryption scheme based on chained skew tent maps
M. Ghebleh
A. Kanso
Original Article 28 August 2017 Pages: 2415 - 2430
Fuzzy maximum likelihood change-point algorithms for identifying the time of shifts in process data
Kang-Ping Lu
Shao-Tung Chang
Original Article 13 September 2017 Pages: 2431 - 2446
Undersampled face recognition based on virtual samples and representation classification
Jun Yang
Yanli Liu
Original Article 20 September 2017 Pages: 2447 - 2453
Statistical machine translation of Indian languages: a survey
Nadeem Khan Jadoon
Waqas Anwar
Farooq Ahmad
Original Article 17 November 2017 Pages: 2455 - 2467
Fuzzy logic control on FPGA for two axes solar tracking
J. de la Cruz-Alejo
R. Antonio-Méndez
M. Salazar-Pereyra
Original Article 24 October 2017 Pages: 2469 - 2483
New predictive method for estimation of natural gas hydrate formation temperature using genetic programming
Danial Abooali
Ehsan Khamehchi
Original Article 17 October 2017 Pages: 2485 - 2494
Attribute weight computation in a decision making problem by particle swarm optimization
Satyajit Das
Debashree Guha
Original Article 23 October 2017 Pages: 2495 - 2505
A comparative performance analysis of different activation functions in LSTM networks for classification
Amir Farzad
Hoda Mashayekhi
Hamid Hassanpour
Original Article 19 October 2017 Pages: 2507 - 2521
Simple speed estimators reproduce MT responses and identify strength of visual illusion
Daiki Nakamura
Shunji Satoh
Original Article 02 November 2017 Pages: 2523 - 2535
Optimal control for wastewater treatment process based on an adaptive multi-objective differential evolution algorithm
Jun-Fei Qiao
Ying Hou
Hong-Gui Han
Original Article 16 October 2017 Pages: 2537 - 2550
EEG classification using recurrent adaptive neuro-fuzzy network based on time-series prediction
Hossein Komijani
Mohammad Reza Parsaei
Houman Zarrabi
Original Article 04 November 2017 Pages: 2551 - 2562
Design of hybrid nature-inspired heuristics with application to active noise control systems
Muhammad Asif Zahoor Raja
Muhammad Saeed Aslam
Syed Muslim Shah
Original Article 13 October 2017 Pages: 2563 - 2591
Learning image convolutional representations and complete tags jointly
Yanbin Wu
Hongbin Zhai
Nitin Patil
Original Article 17 October 2017 Pages: 2593 - 2604
Evolving temporal association rules in recommender system
Huiyu Zhou
Kotaro Hirasawa
Original Article Open access 22 October 2017 Pages: 2605 - 2619
Nonparametric kernel smoother on topology learning neural networks for incremental and ensemble regression
Jianhua Xiao
Zhiyang Xiang
Zhu Xiao
Original Article 14 October 2017 Pages: 2621 - 2633
Neural networks for power management optimal strategy in hybrid microgrid
Tiancai Wang
Xing He
Ting Deng
Original Article 19 October 2017 Pages: 2635 - 2647
Nuclear reconstructive feature extraction
Haiyan Wang
Dujin Liu
Guolin Pu
Original Article 22 October 2017 Pages: 2649 - 2659
Automatic single-view monocular camera calibration-based object manipulation using novel dexterous multi-fingered delta robot
Sachin Kansal
Sudipto Mukherjee
Original Article 26 October 2017 Pages: 2661 - 2678
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
Xiaoyun Chen
Original Article 14 October 2017 Pages: 2679 - 2697