Generation of Desired Emergent Behavior in Swarm of Micro-Robots

نویسندگان

  • Sergey Kornienko
  • Olga Kornienko
  • Paul Levi
چکیده

Emergent behavior of swarm-like-systems results from interactions among system’s components and cannot be directly preprogrammed. This kind of behavior is very efficient, flexible and is closely related with collective (swarm-) intelligence. In the presented work we consider a derivation of local rules, creating such interactions, that lead to desired emergent behavior. As an example of collective emergence we choose forming spatial groups and assembling microobjects by a swarm of microrobots.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Modeling Complex Emergent Discrete Event Systems: A Case Study In Robotic Swarm Motion

Complex Emergent Discrete Event Systems (CEDES) are those where sequence of local events between simple agents or agents and their environment lead to the emergence of overall behavior following certain design goals. Such systems are proved to be robust and scaleable and therefore find many applications in real world. However they require sound mathematical models that would guarantee desired e...

متن کامل

A Matrix Based Approach For Modeling Robotic Swarm Behavior

Swarm robotics systems can be categorized as discrete event systems (DES) and can therefore be subjected to DES modeling and analysis tools. Taking on the same approach and considering successful application of matrices to model complex DES like flexible manufacturing systems, we present here a novel matrix formulation to model emergent coherent movement of a wirelessly connected swarm of robot...

متن کامل

Swarm Embodiment - A New Way for Deriving Emergent Behavior in Artificial Swarms

This paper concerns the emergent properties of collective ro-botic systems with imposed microscopic and macroscopic constraints. These constraints dramatically impact the emergent behavior of collective systems so that creating desired emergence becomes very challenged. In this paper we present the top-down swarm embodiment methodology that allows obtaining desired collective behavior in system...

متن کامل

Swarm Robot Materials Handling Paradigm for a Manufacturing Workcell

A manufacturing workcell model employs behavior-based swarm robots whose emergent behavior successfully performs the workcell’s required materials handling without central planning. Swarm robots are groups of autonomous mobile robots whose sensory-driven state behavior produces emergent group functionality not characteristic of the individual robots. Processing machines within the workcell broa...

متن کامل

Evolving Collision Avoidance on Autonomous Robots

Utilizing the collective behavior of a population of interacting individuals, based on rather simple local algorithms, is a promising approach for achieving complex goals. We use an onboard online evolutionary model, based on finite Moore automata, to develop collective behavior in an artificial swarm of micro-robots. Experiments have been made in simulation to achieve Collision Avoidance. The ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2004