TETROBOT: A NOVEL MECHANISM FOR RECONFIGURABLE PARALLEL ROBOTICS. Student, Machine Building Faculty, Technical University of Cluj-Napoca

Size: px
Start display at page:

Download "TETROBOT: A NOVEL MECHANISM FOR RECONFIGURABLE PARALLEL ROBOTICS. Student, Machine Building Faculty, Technical University of Cluj-Napoca"

Transcription

1 UNIVERSITATEA TRANSILVANIA DIN BRA0OV Catedra Desin de Produs 1i Robotic2 Simpozionul na8ional cu participare interna8ional9 PRoiectarea ASIstat9 de Calculator P R A S I C ' 02 Vol. I Mecanisme 1i Triboloie 7-8 Noiembrie Bra>ov, România ISBN TETROBOT: A NOVEL MECHANISM OR RECONIGURABLE PARALLEL ROBOTICS Emil TEUAN*, Olimpiu TTAR*, Seriu STAN** * Department of Mechanisms, ine Mechanics and Mechatronics, Technical University of Cluj-Napoca ** Student, Machine Buildin aculty, Technical University of Cluj-Napoca Abstract: Tetrobot is defined to be a complex mechanism which belons to a particular class of parallel robotics. The Tetrobot desin provides a systematic approach of modular robotic systems which has the advantae that can be confiured in many and different forms for a wide variety of applications. Accordin to the latest development in Tetrobot system desin, the new enerations of these reconfiurable robots will provide the infrastructure for a wide rane of applications where traditional robots often do not meet the demands of strenth, riidity, kinematic structure, reconfiurability, robustness and flexibility [1]. Tetrobots are easily reconfiurable havin as an important benefit the ability to adapt to chanin requirements in a task. Usin easy-to-replace components the repair of any mechanism for Tetrobot is reatly simplified. In this modular approach, the dynamic model of the tetrahedron Tetrobot was obtained usin Newton s method. Keywords: Tetrobot, Reconfiurable Parallel Robotics, Redundant parallel manipulators 1. Introduction- What is a Tetrobot? The hihly redundant robotic mechanism called Tetrobot, was oriinally proposed by Hamlin and Sanders [2],[3],[4]. Redundancy is described in McKerrow s Introduction to robotics [1] as follows: When a manipulator can reach a specified position with more than one confiuration of the linkaes, the manipulator is said to be redundant. Acordin to this definition, redundancy means more than one solution to inverse kinematic transform. Two adjectives are often coupled with the idea of a redundant manipluator. Hihly or hyper redundant manipulator [2], [3], [4] are often used in conjunction with the term snake robots. The intent is clear, such devices either bein planar or fully spatial should have a joint space dimension that is much reater than the dimension of the end-effector space, i.e. n>>m. Since the maximum m can reach is 6 any value of n reater than 10 fulfills this criterion. Tetrobot is a complex mechanism which belons to a class of modular reconfiurable parallel robotic systems. Because Tetrobot uses a novel joint mechanism desin, it can be used for creatin various types of parallel or hybrid series-parallel robots. Since Tetrobots are easily reconfiurable, they can be used in different applications for performin different tasks. A very important feature of Tetrobot is modularity. The Tetrobot system is modular at a number of levels, and while the entire mechanism may be composed from a lare number of components, the number of different types of components is still very small. The Tetrobot structure presents a certain feature. It is composed of tetrahedral and octahedral cells which contains one or more actuated links. The links are either riid or are linear actuators whose lenth can be controlled. In a Tetrobot system it can be

2 used almost any kind of linear actuator. The linear actuators can be electric, pneumatic, hydraulic actuators or even shape memory alloy or piezoelectric. or the Tetrobot systems it is recommended electric actuators because they are simpler to use since they do not require compressors and tubin as the hydraulic and pneumatic do. Such variable eometry manipulators like Tetrobot are often hihly redundant by usin many unit cells. This redundancy increases the flexibility and workspace over the Stewart platform type parallel manipulator [1]. The simplest form of a Stewart platform is based on the octahedron. This type of platform consists of trianular top and bottom plates joined by six linear actuators connectin the vertices of the trianles. Stewart proposed in 19 this class of mechanisms for use as aircraft fliht simulators. The oal of the control problem for Stewart platforms is the same as for serial manipulators, except that most Stewart platforms do not have an end-effector as such. Instead, the movin top platform is the element whose position and orientation is to be controlled. Various applications of the Stewart platform have been investiated such as a compliance device for assembly [2], a force/torque sensor [3], an active vibration isolator [4], and a master controller mechanism for some disadvantaes that forward kinematics is too complex to solve in real-time and the prediction of the motion of each joint is not intuitive. D. Stewart Platform with six derees of freedom. Proceedins of the Institute of Mechanical Enineerin, The elements within the structure of a Tetrobot are connected toether usin mechanisms of the type presented in fiure 1. i.1. The modular concept is applied to formulate the kinematic and the dynamic solutions are obtained by propaation throuh the structure [1], and the basic alorithm remains the same for any confiuration in the modular family. The link in the Tetrobot structure are connected to one another at spherical joints. The spherical joints used in the Tetrobot have a number of properties which are of benefit to the Tetrobot system, a) is easy to manufacture, b) allows a number of bars to be connected to a common center of rotation c) is quick to assemble and disassemble. So, the Tetrobot system is not a particular robot but rather a system of hardware components, alorithms and software which are used to assemble an arbitrary number of different robot confiurations. i.2. In fiure 2. is presented the way in which several elements (three elements for the presented case) are connected to a common rotation centre. The presented models have been achieved usin SolidWorks software, which allows the obtainin of some functional models on the scale. In this way it can be studied the problems referrin to the correct operatin conditions of these Tetrobot type structure. The manipulator of this type structure, with a variable eometry is statistically determined assembled from identic unit cells. Each cell has one or more driven elements, which chane the eometry of the cell and thus, move the whole mechanism. The Tetrobot could have tetrahedrical, octohedronal or other simple eometrical form. Startin from these mechanisms placed at the top of the octohedronal, tetrahedrical, etc., type cells, different structures of Tetrobots can be obtained.

3 Such a structure is presented in fiure 3. The tetrobot is built by linkin a number of octohedronal or tetrahedrical cells. The cells are attached so that they share a sinle common trianular face. When a tetrahedron is attached to an existent Tetrobot only one new node and three elements are connected from it to other three nodes on one of the faces. or n 5 : n& ) (3) ( = = 75 or n 4 : n& ) (4) ( = = = 74 i Dynamic Model of Tetrobot In this section, the dynamic model of the Tetrobot is obtained usin Newton s method [5]. iure 4 shows the free body diaram of a Tetrobot composed of 4 tetrahedral modules. To this dynamic analysis are applied the followin assumptions: 1) the masses of links are concentrated on the node points 2) links are riid 3) friction forces at the joints are nelected. Applyin Newton s equation of motion, I=ma, ives the followin equations: or n 7 : n& ) (1) ( 7 i. 4 Expressin e. above in the matrix forms: 74 7 x y (5) 76 7 z [ ] or n 6 : n& ) (2) 67 6 ( 6 = x ]. 6 6 y z (6)

4 5x ]. 5 5 y (7) 5z 4x y n4z && (8) ] =, 4 where : [ ] [ ] 5 [ ] 6 =, (9) =, [ ] =, (10) are the matrices which contain unit vectors alon the struts of each module. The matrices denoted by [ ] node represent the confiuration of each module and do not have relation to the adjacent modules. The actuantin forces are obtained by multiplyin the inverse of [ ] node.the actuatin forces of each node point can be expressed in eneral form as, node = 1 [ ] { M noden& node M node ij ij} & (11) where ij ij are the interactin forces between the adjacent modules. All of the terms in e(?? ) can be obtained from the information of each module except the interactin forces. The actuatin forces can be calculated by propaatin from the end-effector to the base. This principle of propaation may be applied to any tetrahedronbased Tetrobot. 3. Concluzions The paper has presented the basic mechanism used at Tetrobots. This mechanism behavies as a sferical joint of the 3 rd class and, it is formed from rotation joint of the 5 th classes. At the same time, some aspects concernin the dynamics of the reconfiurable modular robots have been mentioned. The dynamic problems are solved by the matricial method. The analysis allows the pointi out of the followin advantaes: 1. the modularity offers the flexibility to the robots (allowin these to be reconfiurable), 2. it ensures an execellent achievement for the new developin tehnoloies, 3. it encouraes the development and interation of the new technoloies, 4. robustness is due to the identical modules which can replace each other. References: 1 Hamlin,G., Sanderson, A.C,. Tetrobot a modular approach to Reconfiurable Parallel Robotics, Kluwer Academic Publishers,Boston, Hamlin,G., Sanderson, A.C, A Novel Concentric Multilink Sferical Joint with Parallel Robotics Applications, IEEE International Conf. on Robotics and Automation, pp ,may, Hamlin,G., Sanderson, A.C, Tetrobot:A modular System for Hyper-Redundant Parallel Robotics, IEEE International Conf. on Robotics and Automation, pp.8-870, May, Hamlin,G., Sanderson, A.C, Tetrobot:A Modular Approach to Parallel Robotics, IEEE Robotics and Automation Maazine, March, Lee,W.H., Sanderson, A.C., Dynamic Simulation of Tetrahedron- Based Tetrobot, IEEE International Conf. on Intellient Robots and Systems, Oct., Handra-Luca, V., Mecanisme, Lito.UTC-N, Cluj-Napoca, * * * SolidWorks 2000, Massachusetts, 2000

5

Geometric Approach For Inverse Kinematics Solution: 3-PSU Parallel Kinematic Manipulator

Geometric Approach For Inverse Kinematics Solution: 3-PSU Parallel Kinematic Manipulator Geometric Approach For Inverse Kinematics Solution: 3-PSU Parallel Kinematic Manipulator Mr. Arya B Changela P.G. Student, School of Engineering RK University, Rajkot. Prof. Keyur P Hirpara Assistant Professor,

More information

EEE 187: Robotics Summary 2

EEE 187: Robotics Summary 2 1 EEE 187: Robotics Summary 2 09/05/2017 Robotic system components A robotic system has three major components: Actuators: the muscles of the robot Sensors: provide information about the environment and

More information

DYNAMIC COUPLING OF UNDERACTUATED MANIPULATORS

DYNAMIC COUPLING OF UNDERACTUATED MANIPULATORS Proceedins of the 4th IEEE Conference on Control Applications, Albany, USA, Sep. 1995, pp. 5-55. DYNAMIC COUPLING OF UNDERACTUATED MANIPULATORS Marcel Bererman Christopher Lee Yanshen Xu The Robotics Institute

More information

Heuristic Searching: A* Search

Heuristic Searching: A* Search IOSR Journal of Computer Enineerin (IOSRJCE) ISSN: 2278-0661 Volume 4, Issue 2 (Sep.-Oct. 2012), PP 01-05 Nazmul Hasan (Department of Computer Science and Enineerin, Military Institute of Science and Technoloy,

More information

1. Introduction 1 2. Mathematical Representation of Robots

1. Introduction 1 2. Mathematical Representation of Robots 1. Introduction 1 1.1 Introduction 1 1.2 Brief History 1 1.3 Types of Robots 7 1.4 Technology of Robots 9 1.5 Basic Principles in Robotics 12 1.6 Notation 15 1.7 Symbolic Computation and Numerical Analysis

More information

IN this paper, we establish the computational complexity of optimally solving multi-robot path planning problems

IN this paper, we establish the computational complexity of optimally solving multi-robot path planning problems Intractability of Optimal Multi-Robot Path Plannin on Planar Graphs Jinjin Yu Abstract arxiv:504.007v3 [cs.ro] 6 Dec 05 We study the computational complexity of optimally solvin multi-robot path plannin

More information

Rigid Dynamics Solution Methodology for 3-PSU Parallel Kinematic Manipulators

Rigid Dynamics Solution Methodology for 3-PSU Parallel Kinematic Manipulators Rigid Dynamics Solution Methodology for 3-PSU Parallel Kinematic Manipulators Arya B. Changela 1, Dr. Ramdevsinh Jhala 2, Chirag P. Kalariya 3 Keyur P. Hirpara 4 Assistant Professor, Department of Mechanical

More information

Robot mechanics and kinematics

Robot mechanics and kinematics University of Pisa Master of Science in Computer Science Course of Robotics (ROB) A.Y. 2016/17 cecilia.laschi@santannapisa.it http://didawiki.cli.di.unipi.it/doku.php/magistraleinformatica/rob/start Robot

More information

Simulation of Inner Ballistic of Underwater Weapon Based on Flow Field Numerical Calculation

Simulation of Inner Ballistic of Underwater Weapon Based on Flow Field Numerical Calculation Available online at www.sciencedirect.com Procedia Enineerin 12 (2011) 93 98 2011 SREE Conference on Enineerin Modelin and Simulation Simulation of Inner Ballistic of Underwater Weapon Based on Flow Field

More information

Robot mechanics and kinematics

Robot mechanics and kinematics University of Pisa Master of Science in Computer Science Course of Robotics (ROB) A.Y. 2017/18 cecilia.laschi@santannapisa.it http://didawiki.cli.di.unipi.it/doku.php/magistraleinformatica/rob/start Robot

More information

Inverse Kinematics. Given a desired position (p) & orientation (R) of the end-effector

Inverse Kinematics. Given a desired position (p) & orientation (R) of the end-effector Inverse Kinematics Given a desired position (p) & orientation (R) of the end-effector q ( q, q, q ) 1 2 n Find the joint variables which can bring the robot the desired configuration z y x 1 The Inverse

More information

DESIGN OF 16 ACTUATORS FOR 3D MASSIVE PARALLEL ROBOTS (3D-MPRs)

DESIGN OF 16 ACTUATORS FOR 3D MASSIVE PARALLEL ROBOTS (3D-MPRs) DESIGN OF 16 ACTUATORS FOR 3D MASSIVE PARALLEL ROBOTS (3D-MPRs) Felix Pasila, IEEE Member Department of Electrical Engineering Petra Christian University Surabaya, East Java 60236, Indonesia felix@petra.ac.id

More information

Dynamic Analysis of Manipulator Arm for 6-legged Robot

Dynamic Analysis of Manipulator Arm for 6-legged Robot American Journal of Mechanical Engineering, 2013, Vol. 1, No. 7, 365-369 Available online at http://pubs.sciepub.com/ajme/1/7/42 Science and Education Publishing DOI:10.12691/ajme-1-7-42 Dynamic Analysis

More information

Kinematics of the Stewart Platform (Reality Check 1: page 67)

Kinematics of the Stewart Platform (Reality Check 1: page 67) MATH 5: Computer Project # - Due on September 7, Kinematics of the Stewart Platform (Reality Check : page 7) A Stewart platform consists of six variable length struts, or prismatic joints, supporting a

More information

10/25/2018. Robotics and automation. Dr. Ibrahim Al-Naimi. Chapter two. Introduction To Robot Manipulators

10/25/2018. Robotics and automation. Dr. Ibrahim Al-Naimi. Chapter two. Introduction To Robot Manipulators Robotics and automation Dr. Ibrahim Al-Naimi Chapter two Introduction To Robot Manipulators 1 Robotic Industrial Manipulators A robot manipulator is an electronically controlled mechanism, consisting of

More information

A new approach to the kinematic modeling of a three-dimensional carlike robot with differential drive using computational mechanics

A new approach to the kinematic modeling of a three-dimensional carlike robot with differential drive using computational mechanics Research Article A new approach to the kinematic modelin of a three-dimensional carlike robot with differential drive usin computational mechanics Advances in Mechanical Enineerin 2019, Vol. 11(3) 1 14

More information

FREE SINGULARITY PATH PLANNING OF HYBRID PARALLEL ROBOT

FREE SINGULARITY PATH PLANNING OF HYBRID PARALLEL ROBOT Proceedings of the 11 th International Conference on Manufacturing Research (ICMR2013), Cranfield University, UK, 19th 20th September 2013, pp 313-318 FREE SINGULARITY PATH PLANNING OF HYBRID PARALLEL

More information

Machining Feature Based Geometric Modeling of. Twist Drills

Machining Feature Based Geometric Modeling of. Twist Drills Machinin Feature Based Geometric Modelin of Twist Drills Jian Zhu A Thesis in The Department of Mechanical & Industrial Enineerin Presented in Partial Fulfillment of the Requirements for the Deree of Master

More information

INSTITUTE OF AERONAUTICAL ENGINEERING

INSTITUTE OF AERONAUTICAL ENGINEERING Name Code Class Branch Page 1 INSTITUTE OF AERONAUTICAL ENGINEERING : ROBOTICS (Autonomous) Dundigal, Hyderabad - 500 0 MECHANICAL ENGINEERING TUTORIAL QUESTION BANK : A7055 : IV B. Tech I Semester : MECHANICAL

More information

Table of Contents. Chapter 1. Modeling and Identification of Serial Robots... 1 Wisama KHALIL and Etienne DOMBRE

Table of Contents. Chapter 1. Modeling and Identification of Serial Robots... 1 Wisama KHALIL and Etienne DOMBRE Chapter 1. Modeling and Identification of Serial Robots.... 1 Wisama KHALIL and Etienne DOMBRE 1.1. Introduction... 1 1.2. Geometric modeling... 2 1.2.1. Geometric description... 2 1.2.2. Direct geometric

More information

Motion Simulation of a Modular Robotic System

Motion Simulation of a Modular Robotic System Motion Simulation of a Modular Robotic System Haruhisa KUROKAWA, Kohji TOMITA, Eiichi YOSHIDA, Satoshi MURATA and Shigeru KOKAJI Mechanical Engineering Laboratory, AIST, MITI Namiki 1-2, Tsukuba, Ibaraki

More information

optimization agents user interface agents database agents program interface agents

optimization agents user interface agents database agents program interface agents A MULTIAGENT SIMULATION OPTIMIZATION SYSTEM Sven Hader Department of Computer Science Chemnitz University of Technoloy D-09107 Chemnitz, Germany E-Mail: sha@informatik.tu-chemnitz.de KEYWORDS simulation

More information

MODELING AND SIMULATION METHODS FOR DESIGNING MECHATRONIC SYSTEMS

MODELING AND SIMULATION METHODS FOR DESIGNING MECHATRONIC SYSTEMS Journal of Engineering Studies and Research Volume 16 (2010) No. 4 20 MODELING AND SIMULATION METHODS FOR DESIGNING MECHATRONIC SYSTEMS LAPUSAN CIPRIAN *, MATIES VISTRIAN, BALAN RADU, HANCU OLIMPIU Technical

More information

SRW01. Smart Relay. Motors Automation Energy Coatings USASRW09. g Modular concept. g Network communication. g Built in motor protection

SRW01. Smart Relay. Motors Automation Energy Coatings USASRW09. g Modular concept. g Network communication. g Built in motor protection Motors Automation Enery Coatins SRW01 Smart Relay Modular concept Network communication Built in motor protection State of the art tech USASRW09 www.we.net Smart Relays - SRW01 Series The SRW01 is a low-voltae

More information

GEODESIC RECONSTRUCTION, SADDLE ZONES & HIERARCHICAL SEGMENTATION

GEODESIC RECONSTRUCTION, SADDLE ZONES & HIERARCHICAL SEGMENTATION Imae Anal Stereol 2001;20:xx-xx Oriinal Research Paper GEODESIC RECONSTRUCTION, SADDLE ZONES & HIERARCHICAL SEGMENTATION SERGE BEUCHER Centre de Morpholoie Mathématique, Ecole des Mines de Paris, 35, Rue

More information

Texture Un mapping. Computer Vision Project May, Figure 1. The output: The object with texture.

Texture Un mapping. Computer Vision Project May, Figure 1. The output: The object with texture. Texture Un mappin Shinjiro Sueda sueda@cs.ruters.edu Dinesh K. Pai dpai@cs.ruters.edu Computer Vision Project May, 2003 Abstract In computer raphics, texture mappin refers to the technique where an imae

More information

SCALE SELECTIVE EXTENDED LOCAL BINARY PATTERN FOR TEXTURE CLASSIFICATION. Yuting Hu, Zhiling Long, and Ghassan AlRegib

SCALE SELECTIVE EXTENDED LOCAL BINARY PATTERN FOR TEXTURE CLASSIFICATION. Yuting Hu, Zhiling Long, and Ghassan AlRegib SCALE SELECTIVE EXTENDED LOCAL BINARY PATTERN FOR TEXTURE CLASSIFICATION Yutin Hu, Zhilin Lon, and Ghassan AlReib Multimedia & Sensors Lab (MSL) Center for Sinal and Information Processin (CSIP) School

More information

TOWARD A UNIFIED INFORMATION SPACE FOR THE SPECIFICATION OF BUILDING PERFORMANCE SIMULATION RESULTS

TOWARD A UNIFIED INFORMATION SPACE FOR THE SPECIFICATION OF BUILDING PERFORMANCE SIMULATION RESULTS Ninth International IBPSA Conference Montréal, Canada Auust 15-18, 2005 TOWARD A UNIFIED INFORMATION SPACE FOR THE SPECIFICATION OF BUILDING PERFORMANCE SIMULATION RESULTS Ardeshir Mahdavi, Julia Bachiner,

More information

CAM Part II: Intersections

CAM Part II: Intersections CAM Part II: Intersections In the previous part, we looked at the computations of derivatives of B-Splines and NURBS. The first derivatives are of interest, since they are used in computin the tanents

More information

Parallel Robots. Mechanics and Control H AMID D. TAG HI RAD. CRC Press. Taylor & Francis Group. Taylor & Francis Croup, Boca Raton London NewYoric

Parallel Robots. Mechanics and Control H AMID D. TAG HI RAD. CRC Press. Taylor & Francis Group. Taylor & Francis Croup, Boca Raton London NewYoric Parallel Robots Mechanics and Control H AMID D TAG HI RAD CRC Press Taylor & Francis Group Boca Raton London NewYoric CRC Press Is an Imprint of the Taylor & Francis Croup, an informs business Contents

More information

KINEMATIC AND DYNAMIC SIMULATION OF A 3DOF PARALLEL ROBOT

KINEMATIC AND DYNAMIC SIMULATION OF A 3DOF PARALLEL ROBOT Bulletin of the Transilvania University of Braşov Vol. 8 (57) No. 2-2015 Series I: Engineering Sciences KINEMATIC AND DYNAMIC SIMULATION OF A 3DOF PARALLEL ROBOT Nadia Ramona CREŢESCU 1 Abstract: This

More information

Robotics Prof. Dilip Kumar Pratihar Department of Mechanical Engineering Indian Institute of Technology, Kharagpur

Robotics Prof. Dilip Kumar Pratihar Department of Mechanical Engineering Indian Institute of Technology, Kharagpur Robotics Prof. Dilip Kumar Pratihar Department of Mechanical Engineering Indian Institute of Technology, Kharagpur Lecture 03 Introduction to Robot and Robotics (Contd.) (Refer Slide Time: 00:34) Now,

More information

Modular Design of Fuzzy Controller Integrating Deliberative and. Reactive Strategies. Technical Computer Science, Faculty of Technology,

Modular Design of Fuzzy Controller Integrating Deliberative and. Reactive Strategies. Technical Computer Science, Faculty of Technology, Modular Desin of Fuzzy Controller Interatin Deliberative and Reactive Strateies Jianwei Zhan, Frank Wille and Alois Knoll Technical Computer Science, Faculty of Technoloy, University of Bielefeld, 33501

More information

DESIGN, SIMULATION AND CONTROL OF ISOGLIDE T3R1 PARALLEL ROBOT

DESIGN, SIMULATION AND CONTROL OF ISOGLIDE T3R1 PARALLEL ROBOT U.P.B. Sci. Bull., Series D, Vol. 73, Iss. 2, 211 ISSN 1454-2358 DESIGN, SIMULATION AND CONTROL OF ISOGLIDE T3R1 PARALLEL ROBOT Dan VERDEŞ 1, Mircea COMAN 2, Radu DONCA 3, Radu BĂLAN 4 Aceasta lucrare

More information

Robotics 2 Information

Robotics 2 Information Robotics 2 Information Prof. Alessandro De Luca Robotics 2! 2017/18! Second semester! Monday, February 26 Wednesday, May 30, 2018! Courses of study (code)! Master in Artificial Intelligence and Robotics

More information

Imitation: An Alternative to Generalization in Programming by Demonstration Systems

Imitation: An Alternative to Generalization in Programming by Demonstration Systems Imitation: An Alternative to Generalization in Prorammin by Demonstration Systems Technical Report UW-CSE-98-08-06 Amir Michail University of Washinton amir@cs.washinton.edu http://www.cs.washinton.edu/homes/amir/opsis.html

More information

Chapter 1: Introduction

Chapter 1: Introduction Chapter 1: Introduction This dissertation will describe the mathematical modeling and development of an innovative, three degree-of-freedom robotic manipulator. The new device, which has been named the

More information

General Design of Grid-based Data Replication. Schemes Using Graphs and a Few Rules. availability of read and write operations they oer and

General Design of Grid-based Data Replication. Schemes Using Graphs and a Few Rules. availability of read and write operations they oer and General esin of Grid-based ata Replication Schemes Usin Graphs and a Few Rules Oliver Theel University of California epartment of Computer Science Riverside, C 92521-0304, US bstract Grid-based data replication

More information

Summary. Introduction

Summary. Introduction Imae amplitude compensations: propaator amplitude recovery and acquisition aperture correction Jun Cao and Ru-Shan Wu Department of Earth and Planetary Sciences/IGPP, University of California, Santa Cruz

More information

VIBRATION ISOLATION USING A MULTI-AXIS ROBOTIC PLATFORM G.

VIBRATION ISOLATION USING A MULTI-AXIS ROBOTIC PLATFORM G. VIBRATION ISOLATION USING A MULTI-AXIS ROBOTIC PLATFORM G. Satheesh Kumar, Y. G. Srinivasa and T. Nagarajan Precision Engineering and Instrumentation Laboratory Department of Mechanical Engineering Indian

More information

Optimal design of Fresnel lens for a reading light system with. multiple light sources using three-layered Hierarchical Genetic.

Optimal design of Fresnel lens for a reading light system with. multiple light sources using three-layered Hierarchical Genetic. Optimal desin of Fresnel lens for a readin liht system with multiple liht sources usin three-layered Hierarchical Genetic Alorithm Wen-Gon Chen, and Chii-Maw Uan Department of Electrical Enineerin, I Shou

More information

Design and Optimization of the Thigh for an Exoskeleton based on Parallel Mechanism

Design and Optimization of the Thigh for an Exoskeleton based on Parallel Mechanism Design and Optimization of the Thigh for an Exoskeleton based on Parallel Mechanism Konstantin Kondak, Bhaskar Dasgupta, Günter Hommel Technische Universität Berlin, Institut für Technische Informatik

More information

Chapter 5 THE MODULE FOR DETERMINING AN OBJECT S TRUE GRAY LEVELS

Chapter 5 THE MODULE FOR DETERMINING AN OBJECT S TRUE GRAY LEVELS Qian u Chapter 5. Determinin an Object s True Gray evels 3 Chapter 5 THE MODUE OR DETERMNNG AN OJECT S TRUE GRAY EVES This chapter discusses the module for determinin an object s true ray levels. To compute

More information

Research Subject. Dynamics Computation and Behavior Capture of Human Figures (Nakamura Group)

Research Subject. Dynamics Computation and Behavior Capture of Human Figures (Nakamura Group) Research Subject Dynamics Computation and Behavior Capture of Human Figures (Nakamura Group) (1) Goal and summary Introduction Humanoid has less actuators than its movable degrees of freedom (DOF) which

More information

Improving robotic machining accuracy by real-time compensation

Improving robotic machining accuracy by real-time compensation University of Wollonon Research Online Faculty of Enineerin - Papers (Archive) Faculty of Enineerin and Information Sciences 2009 Improvin robotic machinin accuracy by real-time compensation Zeni Pan University

More information

SBG SDG. An Accurate Error Control Mechanism for Simplification Before Generation Algorihms

SBG SDG. An Accurate Error Control Mechanism for Simplification Before Generation Algorihms An Accurate Error Control Mechanism for Simplification Before Generation Alorihms O. Guerra, J. D. Rodríuez-García, E. Roca, F. V. Fernández and A. Rodríuez-Vázquez Instituto de Microelectrónica de Sevilla,

More information

Indoor Presence System Using Wireless LAN

Indoor Presence System Using Wireless LAN Indoor Presence System Usin Wireless LAN WLAN Position Information Presence Indoor Presence System Usin Wireless LAN NTT DoCoMo has developed an indoor presence system usin mobile terminals with a wireless

More information

Industrial Robots : Manipulators, Kinematics, Dynamics

Industrial Robots : Manipulators, Kinematics, Dynamics Industrial Robots : Manipulators, Kinematics, Dynamics z z y x z y x z y y x x In Industrial terms Robot Manipulators The study of robot manipulators involves dealing with the positions and orientations

More information

Matlab Simulator of a 6 DOF Stanford Manipulator and its Validation Using Analytical Method and Roboanalyzer

Matlab Simulator of a 6 DOF Stanford Manipulator and its Validation Using Analytical Method and Roboanalyzer Matlab Simulator of a 6 DOF Stanford Manipulator and its Validation Using Analytical Method and Roboanalyzer Maitreyi More 1, Rahul Abande 2, Ankita Dadas 3, Santosh Joshi 4 1, 2, 3 Department of Mechanical

More information

GEOMETRICAL ASPECTS OF RECONSTRUCTION OF THE CYLINDRICAL PANORAMA

GEOMETRICAL ASPECTS OF RECONSTRUCTION OF THE CYLINDRICAL PANORAMA he Journal of Polish ociety for Geometry and Enineerin Graphics Volume 24 (2013), 9-14 9 GEOMEICAL APEC O ECONUCION O HE CYLINDICAL PANOAMA Jolanta DŹWIEZYŃKA zeszow University of echnoloy, Department

More information

Numerical integration of discontinuous functions: moment fitting and smart octree

Numerical integration of discontinuous functions: moment fitting and smart octree Noname manuscript No. (will be inserted by the editor) Numerical interation of discontinuous functions: moment fittin and smart octree Simeon Hubrich Paolo Di Stolfo László Kudela Stefan Kollmannsberer

More information

Electrical Power System Harmonic Analysis Using Adaptive BSS Algorithm

Electrical Power System Harmonic Analysis Using Adaptive BSS Algorithm Sensors & ransducers 2013 by IFSA http://www.sensorsportal.com Electrical Power System Harmonic Analysis Usin Adaptive BSS Alorithm 1,* Chen Yu, 2 Liu Yuelian 1 Zhenzhou Institute of Aeronautical Industry

More information

Modeling of Humanoid Systems Using Deductive Approach

Modeling of Humanoid Systems Using Deductive Approach INFOTEH-JAHORINA Vol. 12, March 2013. Modeling of Humanoid Systems Using Deductive Approach Miloš D Jovanović Robotics laboratory Mihailo Pupin Institute Belgrade, Serbia milos.jovanovic@pupin.rs Veljko

More information

Affinity Hybrid Tree: An Indexing Technique for Content-Based Image Retrieval in Multimedia Databases

Affinity Hybrid Tree: An Indexing Technique for Content-Based Image Retrieval in Multimedia Databases Affinity Hybrid Tree: An Indexin Technique for Content-Based Imae Retrieval in Multimedia Databases Kasturi Chatterjee and Shu-Chin Chen Florida International University Distributed Multimedia Information

More information

Theory of Robotics and Mechatronics

Theory of Robotics and Mechatronics Theory of Robotics and Mechatronics Final Exam 19.12.2016 Question: 1 2 3 Total Points: 18 32 10 60 Score: Name: Legi-Nr: Department: Semester: Duration: 120 min 1 A4-sheet (double sided) of notes allowed

More information

FLEXnav: Fuzzy Logic Expert Rule-based Position Estimation for Mobile Robots on Rugged Terrain

FLEXnav: Fuzzy Logic Expert Rule-based Position Estimation for Mobile Robots on Rugged Terrain Proceedins of the 2002 IEEE International Conference on Robotics and Automation. Washinton DC, USA, 10-17 May 2002, pp. 317-322 FLEXnav: Fuzzy Loic Expert Rule-based Position Estimation for Mobile Robots

More information

Redundancy Resolution by Minimization of Joint Disturbance Torque for Independent Joint Controlled Kinematically Redundant Manipulators

Redundancy Resolution by Minimization of Joint Disturbance Torque for Independent Joint Controlled Kinematically Redundant Manipulators 56 ICASE :The Institute ofcontrol,automation and Systems Engineering,KOREA Vol.,No.1,March,000 Redundancy Resolution by Minimization of Joint Disturbance Torque for Independent Joint Controlled Kinematically

More information

ON THE RE-CONFIGURABILITY DESIGN OF PARALLEL MACHINE TOOLS

ON THE RE-CONFIGURABILITY DESIGN OF PARALLEL MACHINE TOOLS 33 ON THE RE-CONFIGURABILITY DESIGN OF PARALLEL MACHINE TOOLS Dan Zhang Faculty of Engineering and Applied Science, University of Ontario Institute of Technology Oshawa, Ontario, L1H 7K, Canada Dan.Zhang@uoit.ca

More information

Reducing network cost of many-to-many communication in unidirectional WDM rings with network coding

Reducing network cost of many-to-many communication in unidirectional WDM rings with network coding Reducin network cost of many-to-many communication in unidirectional WDM rins with network codin Lon Lon and Ahmed E. Kamal Department of Electrical and Computer Enineerin, Iowa State University Email:

More information

Bus-Based Communication Synthesis on System-Level

Bus-Based Communication Synthesis on System-Level Bus-Based Communication Synthesis on System-Level Michael Gasteier Manfred Glesner Darmstadt University of Technoloy Institute of Microelectronic Systems Karlstrasse 15, 64283 Darmstadt, Germany Abstract

More information

A Flexible Integration Strategy for In-Car Telematics Systems

A Flexible Integration Strategy for In-Car Telematics Systems A Flexible Interation Stratey for In-Car Telematics Systems Thomas Bauer Jens Herrmann Peter Liesmeyer Christopher Robinson-Mallett University of Potsdam Hasso-Plattner-Institute thomas.bauer @hpi.uni-potsdam.de

More information

Force control of redundant industrial robots with an approach for singularity avoidance using extended task space formulation (ETSF)

Force control of redundant industrial robots with an approach for singularity avoidance using extended task space formulation (ETSF) Force control of redundant industrial robots with an approach for singularity avoidance using extended task space formulation (ETSF) MSc Audun Rønning Sanderud*, MSc Fredrik Reme**, Prof. Trygve Thomessen***

More information

Simulation-Based Design of Robotic Systems

Simulation-Based Design of Robotic Systems Simulation-Based Design of Robotic Systems Shadi Mohammad Munshi* & Erik Van Voorthuysen School of Mechanical and Manufacturing Engineering, The University of New South Wales, Sydney, NSW 2052 shadimunshi@hotmail.com,

More information

Iterative Single-Image Digital Super-Resolution Using Partial High-Resolution Data

Iterative Single-Image Digital Super-Resolution Using Partial High-Resolution Data Iterative Sinle-Imae Diital Super-Resolution Usin Partial Hih-Resolution Data Eran Gur, Member, IAENG and Zeev Zalevsky Abstract The subject of extractin hih-resolution data from low-resolution imaes is

More information

An Efficient Method for Solving the Direct Kinematics of Parallel Manipulators Following a Trajectory

An Efficient Method for Solving the Direct Kinematics of Parallel Manipulators Following a Trajectory An Efficient Method for Solving the Direct Kinematics of Parallel Manipulators Following a Trajectory Roshdy Foaad Abo-Shanab Kafr Elsheikh University/Department of Mechanical Engineering, Kafr Elsheikh,

More information

HEXAPODS FOR PRECISION MOTION AND VIBRATION CONTROL

HEXAPODS FOR PRECISION MOTION AND VIBRATION CONTROL HEXAPODS FOR PRECISION MOTION AND VIBRATION CONTROL Eric H. Anderson, Michael F. Cash, Jonathan L. Hall and Gregory W. Pettit CSA Engineering Inc., Mountain View, CA Introduction Parallel kinematic manipulators

More information

Control Considerations in the Design of a Parallel Kinematic Machine with Separate Actuation and Metrology Mechanisms Shannon C. Ridgeway Carl D. Crane III Center for Intelligent Machines and Robotics

More information

Development and Verification of an SP 3 Code Using Semi-Analytic Nodal Method for Pin-by-Pin Calculation

Development and Verification of an SP 3 Code Using Semi-Analytic Nodal Method for Pin-by-Pin Calculation Journal of Physical Science and Application 7 () (07) 0-7 doi: 0.765/59-5348/07.0.00 D DAVID PUBLISHIN Development and Verification of an SP 3 Code Usin Semi-Analytic Chuntao Tan Shanhai Nuclear Enineerin

More information

Introduction To Robotics (Kinematics, Dynamics, and Design)

Introduction To Robotics (Kinematics, Dynamics, and Design) Introduction To Robotics (Kinematics, Dynamics, and Design) SESSION # 5: Concepts & Defenitions Ali Meghdari, Professor School of Mechanical Engineering Sharif University of Technology Tehran, IRAN 11365-9567

More information

AC : ADAPTIVE ROBOT MANIPULATORS IN GLOBAL TECHNOLOGY

AC : ADAPTIVE ROBOT MANIPULATORS IN GLOBAL TECHNOLOGY AC 2009-130: ADAPTIVE ROBOT MANIPULATORS IN GLOBAL TECHNOLOGY Alireza Rahrooh, University of Central Florida Alireza Rahrooh is aprofessor of Electrical Engineering Technology at the University of Central

More information

A Genetic Algorithm for Packing Three-Dimensional Non-Convex. Objects Having Cavities and Holes. Engineering Math and Computer Science Dept

A Genetic Algorithm for Packing Three-Dimensional Non-Convex. Objects Having Cavities and Holes. Engineering Math and Computer Science Dept A Genetic Alorithm for Packin Three-Dimensional Non-Convex Objects Havin Cavities and Holes Ilkka Ikonen William E. Biles Department of Industrial Enineerin University of Louisville Louisville, KY 40292

More information

A Web Architecture for progressive delivery of 3D content

A Web Architecture for progressive delivery of 3D content A Web Architecture for proressive delivery of 3D content Efi Foel Enbaya, Ltd. Daniel Cohen-Or Λ Tel Aviv University Revital Ironi Enbaya, Ltd. Tali Zvi Enbaya, Ltd. Enbaya, Ltd. y (a) (b) (c) Fiure 1:

More information

Design of a Three-Axis Rotary Platform

Design of a Three-Axis Rotary Platform Design of a Three-Axis Rotary Platform William Mendez, Yuniesky Rodriguez, Lee Brady, Sabri Tosunoglu Mechanics and Materials Engineering, Florida International University 10555 W Flagler Street, Miami,

More information

INTRODUCTION CHAPTER 1

INTRODUCTION CHAPTER 1 CHAPTER 1 INTRODUCTION Modern mechanical and aerospace systems are often very complex and consist of many components interconnected by joints and force elements such as springs, dampers, and actuators.

More information

Journal of Young Scientist, Volume II, 2014 ISSN ; ISSN CD-ROM ; ISSN Online ; ISSN-L

Journal of Young Scientist, Volume II, 2014 ISSN ; ISSN CD-ROM ; ISSN Online ; ISSN-L Journal of Youn Scientist, Volume II, 014 ISSN 344-183; ISSN CD-ROM 344-191; ISSN Online 344-1305; ISSN-L 344 183 COMPARATIVE ANALYSIS OF ARC-TO-CHORD CORRECTIONS BETWEEN THE GAUSS-KRUGER PROJECTED SYSTEM

More information

Probabilistic Gaze Estimation Without Active Personal Calibration

Probabilistic Gaze Estimation Without Active Personal Calibration Probabilistic Gaze Estimation Without Active Personal Calibration Jixu Chen Qian Ji Department of Electrical,Computer and System Enineerin Rensselaer Polytechnic Institute Troy, NY 12180 chenji@e.com qji@ecse.rpi.edu

More information

M3AR: A Privacy Preserving Algorithm that Maintains Association Rules

M3AR: A Privacy Preserving Algorithm that Maintains Association Rules M3A: A Privacy Preservin Alorithm that Maintains Association ules Huynh Van Quoc Phuon, ran Khanh Dan, Vo hi Noc Chau Faculty of Computer Science and Enineerin, HCMU National University of Ho Chi Minh

More information

Automatic Control Industrial robotics

Automatic Control Industrial robotics Automatic Control Industrial robotics Prof. Luca Bascetta (luca.bascetta@polimi.it) Politecnico di Milano Dipartimento di Elettronica, Informazione e Bioingegneria Prof. Luca Bascetta Industrial robots

More information

Using RecurDyn. Contents

Using RecurDyn. Contents Using RecurDyn Contents 1.0 Multibody Dynamics Overview... 2 2.0 Multibody Dynamics Applications... 3 3.0 What is RecurDyn and how is it different?... 4 4.0 Types of RecurDyn Analysis... 5 5.0 MBD Simulation

More information

Table of Contents Introduction Historical Review of Robotic Orienting Devices Kinematic Position Analysis Instantaneous Kinematic Analysis

Table of Contents Introduction Historical Review of Robotic Orienting Devices Kinematic Position Analysis Instantaneous Kinematic Analysis Table of Contents 1 Introduction 1 1.1 Background in Robotics 1 1.2 Robot Mechanics 1 1.2.1 Manipulator Kinematics and Dynamics 2 1.3 Robot Architecture 4 1.4 Robotic Wrists 4 1.5 Origins of the Carpal

More information

Basilio Bona ROBOTICA 03CFIOR 1

Basilio Bona ROBOTICA 03CFIOR 1 Kinematic chains 1 Readings & prerequisites Chapter 2 (prerequisites) Reference systems Vectors Matrices Rotations, translations, roto-translations Homogeneous representation of vectors and matrices Chapter

More information

Spatial R-C-C-R Mechanism for a Single DOF Gripper

Spatial R-C-C-R Mechanism for a Single DOF Gripper NaCoMM-2009-ASMRL28 Spatial R-C-C-R Mechanism for a Single DOF Gripper Rajeev Lochana C.G * Mechanical Engineering Department Indian Institute of Technology Delhi, New Delhi, India * Email: rajeev@ar-cad.com

More information

Tool Center Position Determination of Deformable Sliding Star by Redundant Measurement

Tool Center Position Determination of Deformable Sliding Star by Redundant Measurement Applied and Computational Mechanics 3 (2009) 233 240 Tool Center Position Determination of Deformable Sliding Star by Redundant Measurement T. Vampola a, M. Valášek a, Z. Šika a, a Faculty of Mechanical

More information

Development of a variance prioritized multiresponse robust design framework for quality improvement

Development of a variance prioritized multiresponse robust design framework for quality improvement Development of a variance prioritized multiresponse robust desin framework for qualit improvement Jami Kovach Department of Information and Loistics Technolo, Universit of Houston, Houston, Texas 7704,

More information

Constraint and velocity analysis of mechanisms

Constraint and velocity analysis of mechanisms Constraint and velocity analysis of mechanisms Matteo Zoppi Dimiter Zlatanov DIMEC University of Genoa Genoa, Italy Su S ZZ-2 Outline Generalities Constraint and mobility analysis Examples of geometric

More information

Grooming Multicast Traffic in Unidirectional SONET/WDM Rings

Grooming Multicast Traffic in Unidirectional SONET/WDM Rings 1 Groomin Multicast Traffic in Unidirectional SONET/WDM Rins Anuj Rawat, Richard La, Steven Marcus and Mark Shayman Abstract In this paper we study the problem of efficient roomin of iven non-uniform multicast

More information

A GPS-aided Inertial Navigation System in Direct Configuration

A GPS-aided Inertial Navigation System in Direct Configuration A GPS-aided Inertial Naviation System in Direct Confiuration R. Munuía Departamento de Ciencias Computacionales Universidad de Guadalajara Guadalajara, Jalisco, México *rodrio.munuia@upc.edu ABSTRACT This

More information

Inverse Kinematics Analysis for Manipulator Robot With Wrist Offset Based On the Closed-Form Algorithm

Inverse Kinematics Analysis for Manipulator Robot With Wrist Offset Based On the Closed-Form Algorithm Inverse Kinematics Analysis for Manipulator Robot With Wrist Offset Based On the Closed-Form Algorithm Mohammed Z. Al-Faiz,MIEEE Computer Engineering Dept. Nahrain University Baghdad, Iraq Mohammed S.Saleh

More information

In Proceedings of ICPP 90, The 1990 International Conference on Parallel Processing, Chicago,Illinois, August 1990.

In Proceedings of ICPP 90, The 1990 International Conference on Parallel Processing, Chicago,Illinois, August 1990. In Proceedins of IPP 9, The 99 International onference on Parallel Processin, hicao,illinois, uust 99. SETH VLSI HIP FOR THE REL-TIME INFORMTION DISPERSL ND RETRIEVL FOR SEURITY ND FULT-TOLERNE zer estavros

More information

SIMULATION ENVIRONMENT PROPOSAL, ANALYSIS AND CONTROL OF A STEWART PLATFORM MANIPULATOR

SIMULATION ENVIRONMENT PROPOSAL, ANALYSIS AND CONTROL OF A STEWART PLATFORM MANIPULATOR SIMULATION ENVIRONMENT PROPOSAL, ANALYSIS AND CONTROL OF A STEWART PLATFORM MANIPULATOR Fabian Andres Lara Molina, Joao Mauricio Rosario, Oscar Fernando Aviles Sanchez UNICAMP (DPM-FEM), Campinas-SP, Brazil,

More information

COPYRIGHTED MATERIAL INTRODUCTION CHAPTER 1

COPYRIGHTED MATERIAL INTRODUCTION CHAPTER 1 CHAPTER 1 INTRODUCTION Modern mechanical and aerospace systems are often very complex and consist of many components interconnected by joints and force elements such as springs, dampers, and actuators.

More information

SCREW-BASED RELATIVE JACOBIAN FOR MANIPULATORS COOPERATING IN A TASK

SCREW-BASED RELATIVE JACOBIAN FOR MANIPULATORS COOPERATING IN A TASK ABCM Symposium Series in Mechatronics - Vol. 3 - pp.276-285 Copyright c 2008 by ABCM SCREW-BASED RELATIVE JACOBIAN FOR MANIPULATORS COOPERATING IN A TASK Luiz Ribeiro, ribeiro@ime.eb.br Raul Guenther,

More information

Software-based Compensation of Vibration-induced Errors of a Commercial Desktop 3D Printer

Software-based Compensation of Vibration-induced Errors of a Commercial Desktop 3D Printer 6th International Conference on Virtual Machinin Process Technoloy (VMPT), Montréal, May 29th June 2nd, 2017 Software-based Compensation of Vibration-induced Errors of a Commercial Desktop 3D Printer D.

More information

Workspace Optimization of 3-Legged UPU and UPS Parallel Platforms With Joint Constraints

Workspace Optimization of 3-Legged UPU and UPS Parallel Platforms With Joint Constraints Mircea Badescu Caltech Postdoctoral Scholar, Mem. ASME e-mail: mircea.badescu@jpl.nasa.gov Constantinos Mavroidis Associate Professor, Mem. ASME e-mail: mavro@coe.neu.edu Robotics and Mechatronics Laboratory,

More information

Design, Manufacturing and Kinematic Analysis of a Kind of 3-DOF Translational Parallel Manipulator

Design, Manufacturing and Kinematic Analysis of a Kind of 3-DOF Translational Parallel Manipulator 4-27716195 mme.modares.ac.ir 2* 1-1 -2 - mo_taghizadeh@sbu.ac.ir, 174524155 * - - 194 15 : 195 28 : 195 16 : Design, Manufacturing and Kinematic Analysis of a Kind of -DOF Translational Parallel Manipulator

More information

Polygonal Approximation of Closed Curves across Multiple Views

Polygonal Approximation of Closed Curves across Multiple Views Polyonal Approximation of Closed Curves across Multiple Views M. Pawan Kumar Saurah oyal C. V. Jawahar P. J. Narayanan Centre for Visual Information echnoloy International Institute of Information echnoloy

More information

Robot Inverse Kinematics Asanga Ratnaweera Department of Mechanical Engieering

Robot Inverse Kinematics Asanga Ratnaweera Department of Mechanical Engieering PR 5 Robot Dynamics & Control /8/7 PR 5: Robot Dynamics & Control Robot Inverse Kinematics Asanga Ratnaweera Department of Mechanical Engieering The Inverse Kinematics The determination of all possible

More information

Supporting Persistent Object Systems in a Single Address Space 1

Supporting Persistent Object Systems in a Single Address Space 1 Supportin Persistent Object Systems in a Sinle Address Space 1 Kevin Elphinstone, Stephen Russell, Gernot Heiser 2 School of Computer Science & Enineerin, The University of New South Wales, Sydney 2052,

More information

f y f x f z exu f xu syu s y s x s zl ezl f zl s zu ezu f zu sign logic significand multiplier exponent adder inc multiplexor multiplexor ty

f y f x f z exu f xu syu s y s x s zl ezl f zl s zu ezu f zu sign logic significand multiplier exponent adder inc multiplexor multiplexor ty A Combined Interval and Floatin Point Multiplier James E. Stine and Michael J. Schulte Computer Architecture and Arithmetic Laboratory Electrical Enineerin and Computer Science Department Lehih University

More information

Learning Geometric Concepts with an Evolutionary Algorithm. Andreas Birk. Universitat des Saarlandes, c/o Lehrstuhl Prof. W.J.

Learning Geometric Concepts with an Evolutionary Algorithm. Andreas Birk. Universitat des Saarlandes, c/o Lehrstuhl Prof. W.J. Learnin Geometric Concepts with an Evolutionary Alorithm Andreas Birk Universitat des Saarlandes, c/o Lehrstuhl Prof. W.J. Paul Postfach 151150, 66041 Saarbrucken, Germany cyrano@cs.uni-sb.de http://www-wjp.cs.uni-sb.de/cyrano/

More information