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Computer Simulation A Foundational Approach Using Python
CHAPMAN & HALL/CRCCOMPUTER and INFORMATION SCIENCE SERIESSeries Editor: Sartaj SahniADVERSARIAL REASONING: COMPUTATIONAL APPROACHES TO READING THE OPPONENT’S MIND Alexander Kott and William M. McEneaneyCOMPUTER-AIDED GRAPHING AND SIMULATION TOOLS FOR AUTOCAD USERS P. A. SimionescuCOMPUTER SIMULATION: A FOUNDATIONAL APPROACH USING PYTHON Yahya E. OsaisDELAUNAY MESH GENERATION Siu-Wing Cheng, Tamal Krishna Dey, and Jonathan Richard ShewchukDISTRIBUTED SENSOR NETWORKS, SECOND EDITION S. Sitharama Iyengar and Richard R. BrooksDISTRIBUTED SYSTEMS: AN ALGORITHMIC APPROACH, SECOND EDITION Sukumar GhoshENERGY-AWARE MEMORY MANAGEMENT FOR EMBEDDED MULTIMEDIA SYSTEMS: A COMPUTER-AIDED DESIGN APPROACH Florin Balasa and Dhiraj K. PradhanENERGY EFFICIENT HARDWARE-SOFTWARE CO-SYNTHESIS USING RECONFIGURABLE HARDWARE Jingzhao Ou and Viktor K. PrasannaEVOLUTIONARY MULTI-OBJECTIVE SYSTEM DESIGN: THEORY AND APPLICATIONS Nadia Nedjah, Luiza De Macedo Mourelle, and Heitor Silverio Lopes FROM ACTION SYSTEMS TO DISTRIBUTED SYSTEMS: THE REFINEMENT APPROACH Luigia Petre and Emil SekerinskiFROM INTERNET OF THINGS TO SMART CITIES: ENABLING TECHNOLOGIES Hongjian Sun, Chao Wang, and Bashar I. AhmadFUNDAMENTALS OF NATURAL COMPUTING: BASIC CONCEPTS, ALGORITHMS, AND APPLICATIONS Leandro Nunes de CastroHANDBOOK OF ALGORITHMS FOR WIRELESS NETWORKING AND MOBILE COMPUTING Azzedine BoukerchePUBLISHED TITLES
HANDBOOK OF APPROXIMATION ALGORITHMS AND METAHEURISTICS Teofilo F. GonzalezHANDBOOK OF BIOINSPIRED ALGORITHMS AND APPLICATIONS Stephan Olariu and Albert Y. ZomayaHANDBOOK OF COMPUTATIONAL MOLECULAR BIOLOGY Srinivas AluruHANDBOOK OF DATA STRUCTURES AND APPLICATIONS Dinesh P. Mehta and Sartaj SahniHANDBOOK OF DYNAMIC SYSTEM MODELING Paul A. FishwickHANDBOOK OF ENERGY-AWARE AND GREEN COMPUTING Ishfaq Ahmad and Sanjay RankaHANDBOOK OF GRAPH THEORY, COMBINATORIAL OPTIMIZATION, AND ALGORITHMS Krishnaiyan “KT” Thulasiraman, Subramanian Arumugam, Andreas Brandstädt, and Takao NishizekiHANDBOOK OF PARALLEL COMPUTING: MODELS, ALGORITHMS AND APPLICATIONS Sanguthevar Rajasekaran and John ReifHANDBOOK OF REAL-TIME AND EMBEDDED SYSTEMS Insup Lee, Joseph Y-T. Leung, and Sang H. SonHANDBOOK OF SCHEDULING: ALGORITHMS, MODELS, AND PERFORMANCE ANALYSIS Joseph Y.-T. LeungHIGH PERFORMANCE COMPUTING IN REMOTE SENSING Antonio J. Plaza and Chein-I Chang HUMAN ACTIVITY RECOGNITION: USING WEARABLE SENSORS AND SMARTPHONES Miguel A. Labrador and Oscar D. Lara YejasIMPROVING THE PERFORMANCE OF WIRELESS LANs: A PRACTICAL GUIDE Nurul SarkarINTEGRATION OF SERVICES INTO WORKFLOW APPLICATIONS Paweł CzarnulINTRODUCTION TO NETWORK SECURITY Douglas JacobsonLOCATION-BASED INFORMATION SYSTEMS: DEVELOPING REAL-TIME TRACKING APPLICATIONS Miguel A. Labrador, Alfredo J. Pérez, and Pedro M. WightmanPUBLISHED TITLES CONTINUED
METHODS IN ALGORITHMIC ANALYSIS Vladimir A. DobrushkinMULTICORE COMPUTING: ALGORITHMS, ARCHITECTURES, AND APPLICATIONS Sanguthevar Rajasekaran, Lance Fiondella, Mohamed Ahmed, and Reda A. AmmarNETWORKS OF THE FUTURE: ARCHITECTURES, TECHNOLOGIES, AND IMPLEMENTATIONS Mahmoud Elkhodr, Qusay F. Hassan, and Seyed ShahrestaniPERFORMANCE ANALYSIS OF QUEUING AND COMPUTER NETWORKS G. R. DattatreyaTHE PRACTICAL HANDBOOK OF INTERNET COMPUTING Munindar P. SinghSCALABLE AND SECURE INTERNET SERVICES AND ARCHITECTURE Cheng-Zhong XuSOFTWARE APPLICATION DEVELOPMENT: A VISUAL C++®, MFC, AND STL TUTORIAL Bud Fox, Zhang Wenzu, and Tan May LingSPECULATIVE EXECUTION IN HIGH PERFORMANCE COMPUTER ARCHITECTURES David Kaeli and Pen-Chung YewTRUSTWORTHY CYBER-PHYSICAL SYSTEMS ENGINEERING Alexander Romanovsky and Fuyuki IshikawaVEHICULAR NETWORKS: FROM THEORY TO PRACTICE Stephan Olariu and Michele C. WeigleX-MACHINES FOR AGENT-BASED MODELING: FLAME PERSPECTIVES Mariam KiranPUBLISHED TITLES CONTINUED
Yahya E. OsaisComputer Simulation A Foundational Approach Using Python
CRC PressTaylor & Francis Group6000 Broken Sound Parkway NW, Suite 300Boca Raton, FL 33487-2742© 2018 by Taylor & Francis Group, LLCCRC Press is an imprint of Taylor & Francis Group, an Informa businessNo claim to original U.S. Government worksPrinted on acid-free paperVersion Date: 20171024International Standard Book Number-13: 978-1-498-72682-5 (Hardback)This book contains information obtained from authentic and highly regarded sources. Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibility for the validity of all materials or the consequences of their use. The authors and publishers have attempted to trace the copyright holders of all material reproduced in this publication and apologize to copyright holders if permission to publish in this form has not been obtained. If any copyright material has not been acknowledged please write and let us know so we may rectify in any future reprint.Except as permitted under U.S. Copyright Law, no part of this book may be reprinted, reproduced, transmitted, or utilized in any form by any electronic, mechanical, or other means, now known or hereafter invented, including photocopying, microfilming, and recording, or in any information storage or retrieval system, without written permission from the publishers.For permission to photocopy or use material electronically from this work, please access www.copyright.com (http://www.copyright.com/) or contact the Copyright Clearance Center, Inc. (CCC), 222 Rosewood Drive, Danvers, MA 01923, 978-750-8400. CCC is a not-for-profit organization that provides licenses and registration for a variety of users. For organizations that have been granted a photocopy license by the CCC, a separate system of payment has been arranged.Trademark Notice: Product or corporate names may be trademarks or registered trademarks, and are used only for identification and explanation without intent to infringe.Visit the Taylor & Francis Web site athttp://www.taylorandfrancis.comand the CRC Press Web site athttp://www.crcpress.com
To my wife, Asmahan, and my daughters, Renad, Retal, and Remas.
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