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Tan H.-Z.,Guangzhou City Construction College
Proceedings - 2011 IEEE International Conference on Granular Computing, GrC 2011 | Year: 2011

Variable precision rough set model, as an important probabilistic approach to rough set theory, can deal with many practical problems which involve noise data and cannot be effectively handled by Pawlak's rough set model. Generally, rough set theory based knowledge reduction includes attribute reduction and attribute value reduction. Attribute reduction in variable precision rough set model has been attracted many researchers' attentions. However, attribute value reduction in variable precision rough set model was rarely discussed. In this paper, an approach to attribute value reduction in variable precision rough set model is presented, with which the redundant information in the given decision table can be effectively removed and the properties of the acquired rules, namely deterministic or probabilistic, can be preserved well. © 2011 IEEE.

Zeng G.,Guangzhou City Construction College | Li X.,Hunan University
2011 International Conference on Electric Information and Control Engineering, ICEICE 2011 - Proceedings | Year: 2011

A new decentralized control method, named Regular Tetrahedron Formation (RTF) strategy, is presented for a swarm of simple robots operating in three dimensional space. This strategy is based on virtual spring mechanism and basically, allows four neighboring robots to autonomously form a Regular Tetrahedron (RT) regardless of their initial positions. RTF strategy is made scalable and applied for various sizes of swarms through a dynamic neighbor selection procedure. Thus, each robot's behavior in each time step is only dependent on the local position information of three dynamically selected neighbors. In addition, an obstacle avoidance model suitable for swarm maneuvering is also introduced. Algorithm is studied with computational experiments which demonstrated that it is effective and practical. © 2011 IEEE.

Zeng G.H.,Guangzhou City Construction College
Applied Mechanics and Materials | Year: 2014

Because the attributes of the network data become more and more complex, the useful clustering attributes are increasing greatly. The traditional network data clustering algorithm is sensitive with the initial center of the network data clustering which cause the operation efficiency of the algorithm is quite low. This paper proposes a kind of network data fast clustering algorithm based on fuzzy processing model. The algorithm solves the issue of fixed center in the traditional network data clustering algorithm. The experiment illustrates the algorithm has better clustering accuracy and the convergence speed is quickly. © (2014) Trans Tech Publications, Switzerland.

Zeng G.,Guangzhou City Construction College | Gan Y.,Central South University
Applied Mechanics and Materials | Year: 2012

A new control method based on least squares support vector machine (LSSVM) and model predictive control (MPC) is proposed for the control of fermenter temperature. Existing PID control doesn't consider the model of controlled object, so it tends to bring steady-state error. The proposed method utilizes LSSVM to obtain fermenter temperature's model and then uses it to implement MPC. The simulation results show that our method has better control performance than traditional PID control. © (2012) Trans Tech Publications, Switzerland.

Li C.,Hunan University | Zeng G.,Guangzhou City Construction College
Applied Mechanics and Materials | Year: 2012

A hybrid adaptive genetic algorithm is proposed for solving constrained optimization problems. The algorithm combines adaptive penalty method and smoothing technique in order to get no parameter tuning and easily escaping from the local optimal solutions. Meanwhile, local line search technique is introduced and a new crossover operator is designed for getting much faster convergence. The performance of the algorithm is tested on thirteen benchmark functions and the results indicate that the proposed algorithm is robust and effective. © (2012) Trans Tech Publications, Switzerland.

Tan H.-Z.,Guangzhou City Construction College
Applied Mechanics and Materials | Year: 2012

The rule set which is acquired based on rough set theory can be classified into two categories: deterministic rules and probabilistic rules. Traditional attribute reduction definitions in variable precision rough set model cannot guarantee the rule properties, namely deterministic or probabilistic. In this paper, a new criterion for attribute reduction is put forward based on variable precision rough set model. The rule properties can be preserved during the process of attribute reduction. The relationships between the new reduct definition and available definitions, including Ziarko's reduct definition and β lower distribution reduct definition are also discussed.

Zeng G.,Guangzhou City Construction College | Jiang Y.,Jiaying University
2010 International Conference on Computational Intelligence and Software Engineering, CiSE 2010 | Year: 2010

Recently Particle Swarm Optimization (PSO) algorithm gained popularity and employed in many engineering applications because of its simplicity and efficiency. The performance of the PSO algorithm can further be improved by using hybrid techniques. There are various hybrid PSO algorithms published in the literature where researchers combine the benefits of PSO with other heuristics algorithms. In this paper, we propose a cooperative line search particle swarm optimization (CLS-PSO) algorithm by integrating local line search technique and basic PSO (B-PSO). The performance of the proposed hybrid algorithm, examined through four typically nonlinear optimization problems, is reported. Our experimental results show that CLS-PSO outperforms basic PSO. ©2010 IEEE.

Hong G.,Guangzhou City Construction College | Dan P.,Guangzhou City Construction College
Proceedings - 2012 4th International Conference on Multimedia and Security, MINES 2012 | Year: 2012

Aiming at the wireless multimedia sensor network bandwidth and real-time, high requirements, an algorithm based on energy optimization and cross-layer interactive distributed multi path routing technology and application in the field of mobile communication. The technique first uses genetic algorithm to optimize the node to transmit multimedia data establishment of energy consumption, node residual energy prediction model, and then according to the perception of the energy based cross-layer coordination work system, with low cost in dynamic wireless network topology optimal route selection. Simulation experiment and mathematical analysis shows that, the technology can effectively support the real-time mobile video communication, suitable for computation ability, memory ability and energy constrained wireless multimedia sensor networks. © 2012 IEEE.

Sheng Y.,Guangzhou City Construction College | Dai H.,Guangzhou City Construction College
Applied Mechanics and Materials | Year: 2011

Using mixing casting method, in-situ composite technology, rapid solidification process and powder metallurgic method etc. can parpare metal matrix nano composites successfully. Comparing with other preparing methods, mixing casting method is with many advantages such as easy to manipulate, low cost, the composites obtained with better properties. CNTs strengthening metal matrix composites are with more dense organization and higher tensile strength, micro hardness, fatigue strength, and abrasive resistance etc. comparing with traditional metal matrix composites. So CNTs strengthening metal matrix composites are widely applied in industrial areas. In this article, the prepare methods of CNTs strengthening metal matrix composites are summed up, the micro organization and mechanical properties of CNTs strengthening metal matrix composites are described and whose future work is prospected. © (2011) Trans Tech Publications.

Liu P.,Guangzhou City Construction College
BioTechnology: An Indian Journal | Year: 2014

With the constant progress of social productivity, intensifying market competition and the trend of economic globalization, many new marketing ideas are proposed, which has a larger impact on the integrated marketing, network marketing, green marketing, relationship marketing, and marketing. In the whole process of enterprise business management, insurance enterprise actually is guarantee funds raised, using and distribution of a process, mainly in capital operation, the characteristics of the insurance business management decided to enterprise must strengthen the financial management system, the essence of enterprise's management is to pay close attention to the financial management, the essence of management is to protection funds and manage its for related liabilities, insurance enterprise management activity is not only related to their own interests, but also to the policyholder's own interests, insurance enterprises want to get his own place in the market competition, must strengthen the scientific management, and carry on the strong of enterprise financial management, financial management as the important link of improving and strengthening the enterprise management, make comprehensive reflection to the management course and financial achievements of enterprises in value form, have a large number of fund exchanges daily as insurance enterprises with certain business risk, must strengthen the financial management of enterprises. The article has mainly described contents such as enterprise's marketing, application in enterprise's marketing of the insurance of marketing, financial management of insurance enterprises and so on. © Trade Science Inc.

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