The Philosophical Analysis Of Soft Computing Features

Soft computing is a kind of fuzzy set,rough set,neural network and evolutionary genetic algorithm,a new analysis method to calculating.In spite of soft computing has made great development in the field of computing,but rarely in the field of philosophy,such as the basic analysis of fuzziness,randomness,roughness in the field of philosophy.Here,soft computing as a scientific method,research in the field of artificial intelligence has been a large number of applications,however,based on the concept of soft computing of abstracting,need people to make further analysis and research of the metaphysical level.The paper is composed of three chapters and a conclusion:Chapter One:"The Roughness Philosophical Connotation of Soft Computing".This chapter firstly introduce the thoughts origin of roughness in soft computing,accurately grasp the philosophical connotation of the roughness;Secondly,the paper expounds the theoretical connotation of roughness,points out that the roughness in the process of soft computing to calculating;Finally,in this paper,introduce the methodology features of roughness in soft computing,at the same time point out the limitations of roughness in soft computing.Chapter Two:"The Randomness Philosophical Connotation of Soft Computing".This chapter first points out that the nature and significance of randomness;Secondly,on the basic of the concept of randomness to further grasp the randomness in the soft computing theory connotation and characteristics of methodology,points out the difference between the soft computing and hard computing,so as to expand the application range of hard computing;Finally,introduce the trait of randomness in soft computing.Chapter Three:"The Fuzziness Philosophical Analysis of Soft Computing",this chapter mainly expounded philosophical characteristics of the soft computing from the side of fuzziness.First of all,this chapter discusses the development of fuzziness,points out that the fuzziness is very important to calculate the characteristic;Second,the system discuss the ontological basis of fuzziness in soft computing and The epistemological characteristics of fuzziness in soft computing;Finally,on the basis of the theory in this paper,point out the methodology of fuzziness in soft computing.