earticle

논문검색

Ant Colony System: An Approach for the Design of a Single Database to Establish Any Node-to-node Connectivity for Robot Path Planning in a Robot Colony

초록

영어

In Ant Colony System, the agents or the ants travel in search of foods by following one another that is they show the swarming behavior along the searching path of the food source and return path towards the hive. In the artificial ant system or the robot system, the same operation of the robot can be observed by the suitable design of the travelling path. The path design and the travelling technique are already proposed in my two previous works. Those designs include different types of algorithms for different opeartions. Kruskel’s algorithm is applied to find the shortest path in between any two nodes, one is the source and another is the destination node. But the disadvantage of this design is the longer simulation time as three algorithms is required to travel from one node to another node and naturally several numbers of the databases are required to hold all the information about the entire robot colony. In this paper, a single database is proposed that can hold all the connectivity and which can be driven with a single algorithm. The proposed method is compared with the other previous techniques of finding the shortest path and the result set represented here showing the efficiency of the proposed method.

목차

Abstract
 1. Introduction
 2. Ant System and Shortest Path: Previous Works
 3. Ant System: Robot Colony
  3.1 Real Ant System
  3.2 Robot Colony: Swarm Robot
  3.3 Comparison: Real Ant and Swarm Robot
 4. Advanced Robot Colony System
  4.1 Modified Ant Colony Algorithm
  4.2 Robot Modified Path Map
  4.3 Robot Colony Algorithm
 5. Routing of Robots in RCS
  5.1 Routing Process
  5.2 Node-to Node Connectivity Single Database (NNCSD)
  5.3 Calculation of Shortest Route
 6. Simulation Result
 7. Conclusion
 Acknowledgements
 References

저자정보

  • Subhadeep Chakraborty Software Analyst and Programmer Sons India Software Private Limited

참고문헌

자료제공 : 네이버학술정보

    함께 이용한 논문

      ※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.

      0개의 논문이 장바구니에 담겼습니다.