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Soft Computing

Ausgabe 23/2020

Special Issue Dedicated to the 3rd International Conference “Numerical Computations: Theory and Algorithms—NUMTA 2019” June 15–21, 2019, Isola Capo Rizzuto, Italy

Inhalt (51 Artikel)

Open Access Focus

New algebraic and geometric constructs arising from Fibonacci numbers

Fabio Caldarola, Gianfranco d’Atri, Mario Maiolo, Giuseppe Pirillo

Open Access Focus

Discrete uniform and binomial distributions with infinite support

Andrey Pepelyshev, Anatoly Zhigljavsky

Open Access Focus

Representation of grossone-based arithmetic in simulink for scientific computing

Alberto Falcone, Alfredo Garro, Marat S. Mukhametzhanov, Yaroslav D. Sergeyev

Focus

A GP-based ensemble classification framework for time-changing streams of intrusion detection data

Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri

Focus

Ritz-like values in steplength selections for stochastic gradient methods

Giorgia Franchini, Valeria Ruggiero, Luca Zanni

Open Access Focus

On the use of the Infinity Computer architecture to set up a dynamic precision floating-point arithmetic

Pierluigi Amodio, Luigi Brugnano, Felice Iavernaro, Francesca Mazzia

Open Access Focus

Soft clustering by convex electoral model

Yurii Nesterov

Focus

A constructive sequence algebra for the calculus of indications

Rocco Gangle, Gianluca Caterina, Fernando Tohmé

Focus

Piecewise linear bounding functions in univariate global optimization

Mikhail Posypkin, Alexander Usov, Oleg Khamisov

Focus

Patient scheduling with deteriorating treatment duration and maintenance activity

Kaining Shao, Wenjuan Fan, Zishu Yang, Shanlin Yang, Panos M. Pardalos

Focus

The use of grossone in elastic net regularization and sparse support vector machines

Renato De Leone, Nadaniela Egidi, Lorella Fatone

Focus

FOPA-MC: fuzzy multi-criteria group decision making for peer assessment

Nicola Capuano, Santi Caballé, Gennaro Percannella, Pierluigi Ritrovato

Focus

ARBF: adaptive radial basis function interpolation algorithm for irregularly scattered point sets

Kaifeng Gao, Gang Mei, Salvatore Cuomo, Francesco Piccialli, Nengxiong Xu

Focus

Solution of asymmetric discrete competitive facility location problems using ranking of candidate locations

Algirdas Lančinskas, Julius Žilinskas, Pascual Fernández, Blas Pelegrín

Focus

Safe global optimization of expensive noisy black-box functions in the -Lipschitz framework

Yaroslav D. Sergeyev, Antonio Candelieri, Dmitri E. Kvasov, Riccardo Perego

Focus

Spherical separation with infinitely far center

Annabella Astorino, Antonio Fuduli

Open Access Focus

Modelling human active search in optimizing black-box functions

Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti

Open Access Focus

Artificial neural networks training acceleration through network science strategies

Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta

Methodologies and Application

A two-stage density clustering algorithm

Min Wang, Ying-Yi Zhang, Fan Min, Li-Ping Deng, Lei Gao

Methodologies and Application

Multi-label charge predictions leveraging label co-occurrence in imbalanced data scenario

Hongsong Dong, Fengbao Yang, Xiaoxia Wang

Open Access Methodologies and Application

Evolutionary optimization of image processing for cell detection in microscopy images

Andreas Haghofer, Sebastian Dorl, Andre Oszwald, Johannes Breuss, Jaroslaw Jacak, Stephan M. Winkler

Methodologies and Application

Solutions of linear uncertain fractional-order delay differential equations

Jian Wang, Yuanguo Zhu

Methodologies and Application

A greyness reduction framework for prediction of grey heterogeneous data

Chong Li, Yingjie Yang, Sifeng Liu

Methodologies and Application

Creating a road map for industry 4.0 by using an integrated fuzzy multicriteria decision-making methodology

İhsan Kaya, Melike Erdoğan, Ali Karaşan, Betül Özkan

Methodologies and Application

The Multiple Steiner TSP with order constraints: complexity and optimization algorithms

Virginie Gabrel, A. Ridha Mahjoub, Raouia Taktak, Eduardo Uchoa

Methodologies and Application

Nested AdaBoost procedure for classification and multi-class nonlinear discriminant analysis

Tiene A. Filisbino, Gilson A. Giraldi, Carlos E. Thomaz

Methodologies and Application

Solving differential equations with artificial bee colony programming

Yassine Boudouaoui, Hacene Habbi, Celal Ozturk, Dervis Karaboga

Methodologies and Application

Designing hybrid classifiers based on general type-2 fuzzy logic and support vector machines

Emanuel Ontiveros, Patricia Melin, Oscar Castillo

Methodologies and Application

Hybrid model to improve the river streamflow forecasting utilizing multi-layer perceptron-based intelligent water drop optimization algorithm

Quoc Bao Pham, Haitham Abdulmohsin Afan, Babak Mohammadi, Ali Najah Ahmed, Nguyen Thi Thuy Linh, Ngoc Duong Vo, Roozbeh Moazenzadeh, Pao-Shan Yu, Ahmed El-Shafie

Methodologies and Application

The use of local information sharing on soccer game optimization

Hindriyanto Dwi Purnomo, Budhi Kristianto, Ramos Somya

Methodologies and Application

Evolutionary operators for the Hamiltonian completion problem

Krunoslav Puljić, Robert Manger

Methodologies and Application

Design of optimal low-pass filter by a new Levy swallow swarm algorithm

Shubhendu Kumar Sarangi, Rutuparna Panda, Ajith Abraham

Methodologies and Application

Credit linked two-stage multi-objective transportation problem in rough and bi-rough environments

Raj Kumar Bera, Shyamal Kumar Mondal

Methodologies and Application

Simultaneous localization and mapping of medical burn areas based on binocular vision and capsule networks

Xianjun Wu, Heming Chen, Xiaoli Wu, Shunjun Wu, Jinbo Huang

Methodologies and Application

Multimodal image-to-image translation between domains with high internal variability

Jian Wang, Jiancheng Lv, Xue Yang, Chenwei Tang, Xi Peng

Methodologies and Application

Analysis of slump and surge phenomenon in Chinese stock market based on sequence alignment method

Wen Long, Linqiu Song, Yingjie Tian, Wenning Yang

Methodologies and Application

Performance analysis of ultra-dense heterogeneous network switching technology based on region awareness Bayesian decision

Chaochen Xie, Jianzhou Zhao, Rujing Guo, Li Li, Chao Lu

Methodologies and Application

Least absolute deviations estimation for uncertain autoregressive model

Xiangfeng Yang, Gyei-Kark Park, Yancai Hu

Methodologies and Application

Global-best optimization of ANN trained by PSO using the non-extensive cross-entropy with Gaussian gain

Seba Susan, Rohit Ranjan, Udyant Taluja, Shivang Rai, Pranav Agarwal

Methodologies and Application

A novel multi-attribute decision-making framework based on Z-RIM: an illustrative example of cloud service selection

Peiwu Dong, Tianyu Zhang, Yanbing Ju, Aihua Wang

Methodologies and Application

Weight convergence analysis of DV-hop localization algorithm with GA

Xingjuan Cai, Penghong Wang, Zhihua Cui, Wensheng Zhang, Jinjun Chen