EVOLUTIONARY DESIGN AS A TOOL FOR DEVELOPING MULTI-AGENT SYSTEMS
نویسندگان
چکیده
منابع مشابه
A JADE-Based Framework for Developing Evolutionary Multi-Agent Systems
Evolutionary agents are flexible, agile, capable of learning, and appropriate for problems with changing conditions or where the correct solution cannot be known in advance. Evolutionary Multi-Agent systems, therefore, consist of populations of agents that learn through interactions with the environment and with other agents and which are periodically subject to evolutionary processes. In this ...
متن کاملEvolutionary multi-agent systems
The aim of this paper is to give a survey on the development and applications of evolutionary multi-agent systems (EMAS). The paper starts with a general introduction describing the background, structure and behaviour of EMAS. EMAS application to solving global optimisation problems is presented in the next section along with its modification targeted at lowering the computation costs by early ...
متن کاملEvolutionary Multi-agent Systems
In Multi-Agent learning, agents must learn to select actions that maximize their utility given the action choices of the other agents. Cooperative Coevolution offers a way to evolve multiple elements that together form a whole, by using a separate population for each element. We apply this setup to the problem of multi-agent learning, arriving at an evolutionary multi-agent system (EA-MAS). We ...
متن کاملDeveloping Pervasive Systems as Service-Oriented Multi-Agent Systems
The development of Pervasive Systems is an emerging research topic due to the high heterogeneity of involved technologies and the changing nature of the existing platforms/devices, which make it hard to develop this kind of systems. This work presents a Model Driven Development approach to develop agent-based software for Pervasive Environment in order to design and implement application protot...
متن کاملEvolutionary Role Model for Multi-Agent Systems
In sociology, the role concept is deeply researched to predict activities of human organizations and theorized with many sub-theories. In the same direction, multi-agent system researchers use the role concept to model and program the agents behaviours, cooperations. But there is an important point missed out by the MAS researchers: evolution of the organization. In this paper, by inspiring fro...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IZVESTIYA SFedU. ENGINEERING SCIENCES
سال: 2020
ISSN: 1999-9429,2311-3103
DOI: 10.18522/2311-3103-2020-4-48-59