Evolutionary Logic Research In Artificial Intelligence

The developing of Logic in the 21st century is closely related to computer science and artificial intelligence(AI). Evolutionary logic, which is of scientific progress and scientific development of logic, is the products which is combining of cognitive science, computer science and logic method. It focus on a dynamic logic with a development, committed the logic of the dynamic picture eflecting the growth of knowledge. As a philosophical category , calculating is a primary means of cognition in evolutionary logic. In the vision of AI, evolutionary computation(EC ) fully reflects the basic trend of calculation philosophy.This paper studies the main part of the problem surrounding the evolutionary logic and discuss the following three aspects:First, let's interpret the basic concepts of evolutionary logic. After discussing the basic concepts of evolutionary logic such as mutation, revolution, selection, automation and autopoietic, we will carding the theoretical origin of evolutionary logic in order to illustrate the relationship of complement between evolutionary logic and AI by studying the internal logic of the producing and developing of evolutionary logic.Secondly, introduce the theory of the system of evolutionary logic. To focus on the automatic machine, OL-systems, specifiers and genetic algorithms(GA) to explore the practical application of computer logic. GA can be seen as a guiding hyper plane search procedure, which may be adaptive for the evolution of genetic systems, nonlinear systems and establish a strict mathematical model and a logic system, which can be drawn, "GA is the mathematical and logic basis of the developing of evolutionary logic ".In conclusion, it leads to the concept of evolutionary computation.Finally, I will study the Frontier Issues and trends of evolutionary logic by analyzing the logic of AI and the relationship between evolutionary logic and evolutionary computation. Incompleteness Theorem of G?del ask us if there is a limit of AI. By studying the relationship between evolutionary logic and evolutionary computation, we can say that Calculation of Philosophy has become the new trend in 21st century. On this basis, after carding the relationship between the evolutionary logic and Cognitive Science, we can conclude that evolutionary logic is one of the Cognitive Logic.