Introduction to modeling and simulation with MATLAB and Python (Record no. 210155)

000 -LEADER
fixed length control field aam a22 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 180914b 2017 ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781498773874
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.13​3
Item number G6I6
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Gordon, Steven I.
9 (RLIN) 369612
245 ## - TITLE STATEMENT
Title Introduction to modeling and simulation with MATLAB and Python
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc CRC Press
Date of publication, distribution, etc 2017
Place of publication, distribution, etc Boca Raton
300 ## - PHYSICAL DESCRIPTION
Extent xviii, 191 p.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Table of Contents:

Introduction to computational modeling
Introduction to programming environments
Deterministic linear models
Array mathematics in matlab and python
Plotting
Problem solving
Conditional statements
Iteration and loops
Non-linear and dynamic models
Estimating models from empirical data
Stochastic models
Functions
Verification, validation, and errors
Capstone projects

520 ## - SUMMARY, ETC.
Summary, etc Introduction to Modeling and Simulation with MATLAB and Python is intended for students and professionals in science, social science, and engineering that wish to learn the principles of computer modeling, as well as basic programming skills. The book content focuses on meeting a set of basic modeling and simulation competencies that were developed as part of several National Science Foundation grants. Even though computer science students are much more expert programmers, they are not often given the opportunity to see how those skills are being applied to solve complex science and engineering problems and may also not be aware of the libraries used by scientists to create those models.

The book interleaves chapters on modeling concepts and related exercises with programming concepts and exercises. The authors start with an introduction to modeling and its importance to current practices in the sciences and engineering. They introduce each of the programming environments and the syntax used to represent variables and compute mathematical equations and functions. As students gain more programming expertise, the authors return to modeling concepts, providing starting code for a variety of exercises where students add additional code to solve the problem and provide an analysis of the outcomes. In this way, the book builds both modeling and programming expertise with a "just-in-time" approach so that by the end of the book, students can take on relatively simple modeling example on their own.

Each chapter is supplemented with references to additional reading, tutorials, and exercises that guide students to additional help and allows them to practice both their programming and analytical modeling skills. In addition, each of the programming related chapters is divided into two parts – one for MATLAB and one for Python. In these chapters, the authors also refer to additional online tutorials that students can use if they are having difficulty with any of the topics.

https://www.crcpress.com/Introduction-to-Modeling-and-Simulation-with-MATLAB-and-Python/Gordon-Guilfoos/p/book/9781498773874
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer simulation
9 (RLIN) 369613
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Python (Computer program language)
9 (RLIN) 369614
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element MATLAB (Computer program language)
9 (RLIN) 369615
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Engineering mathematics - Data processing
9 (RLIN) 369616
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer programming
9 (RLIN) 369617
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Guilfoos, Brian
Relator term Co-author
9 (RLIN) 369618
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Total Renewals Full call number Barcode Checked out Date last seen Date last borrowed Cost, replacement price Koha item type
          Non-fiction Vikram Sarabhai Library Vikram Sarabhai Library General Stacks 2018-09-14 15 5.00 1 2 005.13​3 G6I6 197644 2019-09-11 2018-09-15 2018-09-15 6607.00 Books

Powered by Koha