Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)

Session: Artificial Immune Systems

7 articles
Proceedings Article

Research on Water Supply Reservoir Operating Rules Extraction Based on Artificial immune Recognition System

Xianfeng Zhang, Xiaolin Wang, Zhengjie Yin, Huiqiang Li
In this paper artificial immune recognition system (AIRS) is employed as an emerging technique of data mining to extract the reservoir operating rules with a case of water supply reservoir, and we mainly focus on the impacts of learning mechanisms of AIRS on the obtained operation rules, therefore the...
Proceedings Article

Dynamic Load Balancing of the Bio-network Based on Bio-Entity Migration

Xiangfeng Zhang, Yongsheng Ding
Inspired by the principles and concepts of neuroendocrine-immune systems, the bio-network architecture has been proposed. The migration behavior of bio-entities and the migration stability are analyzed. A dynamic load balancing algorithm is proposed based on bio-entities migration behavior. According...
Proceedings Article

Immune Evolutionary Algorithm for Determining Weights in Interval Judgments

Jingwen Huang, Yongsheng Ding, Zhihua Hu
In a Multiple Criteria Decision Analysis (MCDA) problem, determination of weights is an important aspect of the Analytic Hierarchy Process (AHP). In this paper, the problem to computer the weight vector of the interval number matrix is regarded as a nonlinear optimization model with constraints. An immune...
Proceedings Article

Immune Genetic Algorithm for the Fixed Charge Transportation Problem

Xiaoke Ma
An immune genetic algorithm (IGA) for the fixed charge transportation problem is developed based on the immune theory in biology, which constructs an immune operator accomplished by two steps, a vaccination and an immune selection. The methods for selecting vaccines and constructing an immune operator...
Proceedings Article

A Hybrid Algorithm Based on Artificial Immune System and Hidden Markov Model for Multiple Sequence Alignment

Hongwei Ge, Weimin Zhong, Wenli Du, Feng Qian, Lu Wang
Multiple sequence alignment (MSA) has become an essential tool in the analysis of biologic sequences. In this paper, an artificial immune system (AIS) is proposed to train hidden Markov models (HMMs). Further, an integration algorithm based on the HMM and AIS for the MSA is constructed and a decoding...
Proceedings Article

Research on Evolutionary Immune Mechanism in KDD

Yiqing Qin
In this paper, we introduce an evolutionary immune method to solve the problems from dynamic data mining. We first present a new concept to describe our specific problem domain. Then, we identify the evolutionary immune mechanism in KDD by illustrating how the elements involved in the domain could be...
Proceedings Article

Study of NCS with Improvement Smith Predictor and Fuzzy Immune Control

Feng Du, Qingquan Qian
Network induced delay is the main factor that deteriorates the performance of networked control. In order to effectively restrain the impact of network delay on NCS, a new approach is proposed that improvement Smith dynamic predictor combines fuzzy immune PID control. Because this dynamic Smith predictor...