Bouncing Bubble: A fast algorithm for Minimal Enclosing Ball problem

Bo Tian

ISBN 10: 3656326991 / ISBN 13: 9783656326991

Published by GRIN Verlag, GRIN Verlag Dez 2012, 2012

About this Item

This item is printed on demand - it takes 3-4 days longer - Neuware -Scientific Essay from the year 2012 in the subject Computer Science - Theory, , language: English, abstract: In this paper, a new algorithm for solving MEB problem is proposed based on new understandings on the geometry property of minimal enclosing ball problem. A substitution of Ritter's algorithm is proposed to get approximate results with higher precision, and a 1+ approximation algorithm is presented to get the approximation with specified precision within much less time comparing with present algorithms.Like Ritter's algorithm, this algorithm iterates over all points and increase the radius gradually. However, the algorithm does not try to cover all seen points in each step, instead, it will create a new ball (or circle in 2D case) to just touch the new point and cover half of the existing ball. This approach makes sure that the new ball is always increasing in its size and still be smaller than the optimal ball. And finally, a Ritter's algorithm is applied to ensure every point is covered.The result is an approximate solution to the MEB problem. The radius is usually just slightly bigger than the optimal solution (around 1%) instead (5~20% with Ritter's algorithm).This paper also explained how to compute 1+ approximation solution, where is specified to a given precision. 24 pp. Englisch.

Seller Inventory # 9783656326991

Bibliographic Details

• Title: Bouncing Bubble: A fast algorithm for Minimal Enclosing Ball problem
• Publisher: GRIN Verlag, GRIN Verlag Dez 2012
• Publication Date: 2012
• Language: English
• ISBN 10: 3656326991
• ISBN 13: 9783656326991
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 210W x 148H x 3D millimeters 210 millimeters width by 148 millimeters height by 3 millimeters depth
• Weight: 51 grams

About this title

Synopsis

Scientific Essay from the year 2012 in the subject Computer Science - Theory, , language: English, abstract: In this paper, a new algorithm for solving MEB problem is proposed based on new understandings on the geometry property of minimal enclosing ball problem. A substitution of Ritter's algorithm is proposed to get approximate results with higher precision, and a 1+ϵ approximation algorithm is presented to get the approximation with specified precision within much less time comparing with present algorithms. Like Ritter's algorithm, this algorithm iterates over all points and increase the radius gradually. However, the algorithm does not try to cover all seen points in each step, instead, it will create a new ball (or circle in 2D case) to just touch the new point and cover half of the existing ball. This approach makes sure that the new ball is always increasing in its size and still be smaller than the optimal ball. And finally, a Ritter's algorithm is applied to ensure every point is covered. The result is an approximate solution to the MEB problem. The radius is usually just slightly bigger than the optimal solution (around 1%) instead (5~20% with Ritter's algorithm). This paper also explained how to compute 1+ϵ approximation solution, where ϵ is specified to a given precision.