The memory and the evolution of populations

Abstract

The population evolution with a complete set of behavioral strategies limited only by the depth of memory has been considered. Each successive generation of the population subsequently loses the most unfavorable behavior strategies of the previous generation. An increase in population memory has been shown to be evolutionarily beneficial. The evolutionary selection winners invariably belong to the agents with maximum memory. The concept of strategy complexity has been introduced. The strategies that win in natural selection have been shown to have a maximum or close to maximum complexity. The society aggressiveness in the process of evolution is decreasing.