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Sustainable development early warning and financing risk management of resource-based industrial clusters using optimization algorithms

Wang, Yawen; Xue, Weixian - In: Journal of Enterprise Information Management 35 (2022) 4/5, pp. 1374-1391

Purpose The purpose is to analyze and discuss the sustainable development (SD) and financing risk assessment (FRA) of resource-based industrial clusters under the Internet of Things (IoT) economy and promote the application of Machine Learning methods and intelligent optimization algorithms in...

Persistent link: https://www.econbiz.de/10014860096

A high-dimensional classification approach based on class-dependent feature subspace

Chen, Fuzan; Wu, Harris; Dou, Runliang; Li, Minqiang - In: Industrial Management & Data Systems 117 (2017) 10, pp. 2325-2339

Purpose The purpose of this paper is to build a compact and accurate classifier for high-dimensional classification. Design/methodology/approach A classification approach based on class-dependent feature subspace (CFS) is proposed. CFS is a class-dependent integration of a support vector machine...

Persistent link: https://www.econbiz.de/10014826307

Missing Value Imputation Using ANN Optimized by Genetic Algorithm

Mishra, Anjana; Naik, Bighnaraj; Srichandan, Suresh Kumar - In: International Journal of Applied Industrial Engineering … 5 (2018) 2, pp. 41-57

Missing value arises in almost all serious statistical analyses and creates numerous problems in processing data in databases. In real world applications, information may be missing due to instrumental errors, optional fields and non-response to some questions in surveys, data entry errors, etc....

Persistent link: https://www.econbiz.de/10012042879

A Rule Based Classification for Vegetable Production Using Rough Set and Genetic Algorithm

Rathi, R.; Acharjya, Debi Prasanna - In: International Journal of Fuzzy System Applications (IJFSA) 7 (2018) 1, pp. 74-100

This article describes how agriculture is the main occupation of India, and how the economy depends on agricultural production. Most of the land in India is dedicated to agriculture and people depend on the production of agricultural products. Therefore, forecasting the accuracy of future events...

Persistent link: https://www.econbiz.de/10012044848

A multi-objective evolutionary algorithm guided by directed search for dynamic scheduling

Wang, Du-Juan; Liu, Feng; Jin, Yaochu - In: Computers & operations research : and their … 79 (2017), pp. 279-290

Persistent link: https://www.econbiz.de/10011673532

PREDICTION OF SEVERE THUNDERSTORMS WITH MINIMAL A PRIORI INFORMATION

CHAUDHURI, SUTAPA; CHATTOPADHYAY, SURAJIT - In: Advances in Complex Systems (ACS) 08 (2005) 01, pp. 75-86

A genetic algorithm (GA) is introduced to fix ranges of parameters, in a quantitative manner, pertaining to forecasting the genesis of severe thunderstorms in the pre-monsoon season over Calcutta (22°32′, 88°20′) in the northeastern part of India (20°–24°N latitude, 85°–93°E...

Persistent link: https://www.econbiz.de/10005080948

Prediction and Research on Vegetable Price Based on Genetic Algorithm and Neural Network Model

Guo, Qiang; Luo, Chang-shou; Wei, Qing-feng - In: Asian Agricultural Research 03 (2011) 05

Considering the complexity of vegetables price forecast, the prediction model of vegetables price was set up by … genetic algorithm and BP neural network are compared. The results show that the absolute error of prediction data is in the … scale of 10%; in the scope that the absolute error in the prediction data is in the scope of 20% and 15%. The accuracy of …

Persistent link: https://www.econbiz.de/10009365742

Advanced investment strategies in environment of financial markets

Budík, Jan - In: Ekonomika a managment 2012 (2012) 3, pp. 82-92

The main goal of this paper is proposing of economic model of advanced investment strategies based on a priori knowledge of expert for financial decision making. There is described a priori knowledge in detail, which is based on volatility increasing of selected financial instruments in selected...

Persistent link: https://www.econbiz.de/10011195040

Financial Development, Human Capital and Economic Growth

WAN, Guihong - In: Asian Agricultural Research 06 (2014) 10

Financial development and human capital are the important driving forces of economic and social development in Shandong Province, and the level of them as well as the degree of coordination between the two not only affects the transformation of economic development pattern in Shandong Province,...

Persistent link: https://www.econbiz.de/10011095891

Control chart pattern recognition using an integrated model based on binary-tree support vector machine

Wu, Cang; Liu, Fei; Zhu, Bo - In: International journal of production research 53 (2015) 7, pp. 2026-2040

Persistent link: https://www.econbiz.de/10010510155