en gi neering/master of science b.s. por tion of the pro

2
RE QUIRE MENTS FOR THE BACH ELOR OF SCI ENCE IN IN DUS TRIAL AND SYSTEMS EN GI NEERING/MASTER OF SCIENCE B.S. Por tion of the Pro gram Ac cred ited by the En gi neer ing Ac cred i ta tion Com mis sion of ABET, http://www.abet.org GALLOGLY COLLEGE OF ENGINEERING THE UNI VER SITY OF OKLAHOMA For Stu dents En ter ing the Oklahoma State System for Higher Ed u ca tion Sum mer 2016 through Spring 2017 GEN ERAL RE QUIRE MENTS In dus trial and Systems Engineering: Analytics A529 Bach e lor of Sci ence in In dustrial and Systems En gi neer ing/Mas ter of Sci ence (Ind. Engr.) F529 Total Credit Hours ........................ 152Min i mum Re ten tion/Grad u a tion Grade Point Av er ages: Over all - Com bined and OU ................... 3.00 Ma jor - Com bined and OU .................... 3.00 Cur ric u lum - Com bined and OU ................. 3.00 A min i mum grade of C is re quired for each course in the cur ric u lum. OU en cour ages stu dents to com plete at least 31 hours of ap pli ca ble coursework each year to have the op por tu nity to grad u ate in five years. Year FIRST SE MES TER Hours SEC OND SE MES TER Hours FRESHMAN ENGL 1113, Prin. of Eng lish Com po si tion (Core I) *CHEM 1315, Gen eral Chem is try (Core II) MATH 1914, Dif fer en tial & In te gral Cal culus I (Core I) P SC 1113, Amer i can Fed eral Gov ern ment (Core III) ENGR 1411, Fresh man En gi neer ing Ex pe ri ence 3 5 4 3 1 ENGL 1213, Prin. of Eng lish Com po si tion (Core I), or EXPO 1213, Ex pos i tory Writ ing (Core I) MATH 2924, Dif fer en tial & In te gral Cal cu lus II HIST 1483, U.S., 1492-1865, or 1493, U.S., 1865-Pres ent (Core IV) PHYS 2514, Gen eral Phys ics for Engr. & Sci ence Ma jors (Core II) C S 1323, In tro duc tion to Com puter Pro gram ming 3 4 3 4 3 TO TAL CREDIT HOURS 16 TO TAL CREDIT HOURS 17 SOPHOMORE MATH 2934, Dif fer en tial & In te gral Cal cu lus III C S 2334, Pro gram ming Struc tures & Ab strac tions CEES 2113, Stat ics PHYS 2524, Gen eral Phys ics for En gi neer ing & Sci ence Ma jors ISE 2823, En terprise En gi neer ing 4 4 3 4 3 CEES 2153, Me chan ics of Ma te ri als ISE ISE ISE 2303, De sign & Man u fac tur ing Pro cesses 2311, Com puter Aided De sign & Graphics Lab 3293, Ap plied En gi neer ing Sta tis tics C S 2413, Data Structures MATH 2513, Dis crete Math e mat i cal Struc tures 3 3 1 3 3 3 3 TO TAL CREDIT HOURS 18 TO TAL CREDIT HOURS 16 JUNIOR ISE ISE ISE ISE C S 3304, De sign and Man u fac tur ing II 4113, Spread sheet-Based De ci sion Sup port Sys tems 4553, Data-Driven Deci sion Mak ing I 4623, De ter min is tic Sys tems Mod el s 3202, Software Requirements & Specifications 4 3 3 3 2 4223, Fun da men tals of En gi neer ing Econ omy ISE ISE ISE ISE 4563, Qual ity and Re li abil ity En gi neer ing 4633, Proba bil is tic Sys tems Models 4804, Ergo nom ics in Sys tems Design ENGR 2461, Ther mo dy nam ics ENGR 3441, Fluid Me chan ics †Approved Elective: Artistic Forms (Core IV) 3 3 3 4 1 1 3 TO TAL CREDIT HOURS 15 TO TAL CREDIT HOURS 18 Ad mis sion to the ac cel er ated pro gram is by ap pli ca tion and re quires a min i mum OU GPA and com bined GPA of 3.25. SENIOR ISE ISE ISE ISE 4333, Pro duc tion Sys tems and Op er a tions 4663, Sys tems Anal y sis Us ing Sim u la tion 5383, Sys tems Eval u a tion 5853, Data-Driven Decision Making II ‡C S 4513, or other C S Elective ENGR 2431, Elec tri cal Cir cuits 3 3 3 3 3 1 ISE ISE 4393, Cap stone De sign Pro ject (Cap stone) 5033, Systems Engineering †Ap proved Elec tive: Non-West ern Cul ture (Core IV) †Ap proved Elec tive: So cial Sci ence (Core III) †Ap proved Elec tive: West ern Civ. & Cul ture (Core IV) 3 3 3 3 3 TO TAL CREDIT HOURS 16 TO TAL CREDIT HOURS 15 Stu dents are el i gi ble for grad u ate sta tus upon grad u a tion with the Bach e lor of Sci ence in In dus trial En gi neer ing. FIFTH YEAR * ISE 5000-Level Grad u ate Elec tive Grad u ate Elec tive ISE 5980, The sis Re search 3 3 3 3 * ISE 5000-Level Grad u ate Elec tive Grad u ate Elec tive ISE 5980, The sis Re search 3 3 3 TO TAL CREDIT HOURS 12 TO TAL CREDIT HOURS 9 Students may enter the accelerated program based on the undergraduate degree pattern offered in the year they first enrolled in the Oklahoma State System of Higher Education or later. NOTE: En gi neer ing trans fer stu dents may take ENGR 3511 in place of ENGR 1411. Courses des ig nated as Core I, II, III, IV, or Capstone are part of the Gen eral Edu ca tion cur ricu lum. Stu dents must com plete a mini mum of 40 hours of Gen eral Edu ca tion courses, cho sen from the ap proved list. †To be cho sen from the University-Wide General Education Approved Course List. Three of these 12 hours must be up per-di vi sion (3000-4000). See list in the Class Sched ule. In the Col lege of En gi neer ing, in or der to prog ress in your cur ricu lum, and as a spe cific gradua tion re quire ment, a grade of C or bet ter is re quired in each course in the cur ricu lum. Please refer to the Gen eral Cata log for ad di tional en roll ment limi ta tions. Stu dents must suc cess fully com plete pre req ui site courses (with a mini mum C grade) be fore pro ceed ing to the next course. • Two college- level courses in a sin gle for eign lan guage are re quired; this may be sat is fied by suc cess ful com ple tion of 2 years in a sin gle for eign lan guage in high school. Stu dents who must take for eign lan guage at the Uni ver sity will have an ad di tional 6-10 hours of course work. ‡To be cho sen from the C S Elec tive list avail able in the ISE office, CEC 116. *Must be approved by the The sis Com mit tee in ac cor dance with cur rent Mas ter of Sci ence re quire ments avail able in the ISE office, CEC 116. These courses are dual-counted, ful fill ing re quire ments for both the un der grad u ate and grad u ate In dus trial and Systems En gi neering de grees. MATH 1823, 2423, 2433, and 2443 se quence can be sub sti tuted for MATH 1914, 2924, and 2934. Graduate Elective * CHEM 1315 can be substituted with CHEM 1335 (Fall only)

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RE QUIRE MENTS FOR THE BACH ELOR OF SCI ENCE IN IN DUS TRIAL AND SYSTEMS EN GI NEERING/MASTER OF SCIENCEB.S. Por tion of the Pro gram Ac cred ited by the En gi neer ing Ac cred i ta tion Com mis sion of ABET, http://www.abet.org

GALLOGLY COLLEGE OF ENGINEERINGTHE UNI VER SITY OF OKLAHOMA

For Stu dents En ter ing the Oklahoma State System

for Higher Ed u ca tion Sum mer 2016 through

Spring 2017

GEN ERAL RE QUIRE MENTS In dus trial and Systems Engineering: Analytics

A529Bach e lor of Sci ence in In dust rial and Systems En gi neer ing/Mas ter

of Sci ence (Ind. Engr.) F529

Tot al Credit Hours . . . . . . . . . . . . . . . . . . . . . . . . 152•Min i mum Re ten tion/Grad u a tion Grade Point Av er ages:Over all - Com bined and OU . . . . . . . . . . . . . . . . . . . 3.00Ma jor - Com bined and OU . . . . . . . . . . . . . . . . . . . . 3.00Cur ric u lum - Com bined and OU . . . . . . . . . . . . . . . . . 3.00A min i mum grade of C is re quired for each course in the cur ric u lum.

OU en cour ages stu dents to com plete at least 31 hours of ap pli ca ble coursework each year to have the op por tu nity to grad u ate in five years.

Year FIRST SE MES TER Hours SEC OND SE MES TER Hours

FRES

HM

AN

ENGL 1113, Prin. of Eng lish Com po si tion (Core I) *CHEM 1315, Gen eral Chem is try (Core II)MATH 1914, Dif fer en tial & In te gral Cal cul us I (Core I) P SC 1113, Amer i can Fed eral Gov ern ment (Core III) ENGR 1411, Fresh man En gi neer ing Ex pe ri ence

35431

ENGL 1213, Prin. of Eng lish Com po si tion (Core I), or EXPO 1213, Ex pos i tory Writ ing (Core I)MATH 2924, Dif fer en tial & In te gral Cal cu lus IIHIST 1483, U.S., 1492-1865, or

1493, U.S., 1865-Pres ent (Core IV)PHYS 2514, Gen eral Phys ics for Engr. & Sci ence Ma jors (Core II) C S 1323, In tro duc tion to Com puter Pro gram ming

3

43

43

TO TAL CREDIT HOURS 16 TO TAL CREDIT HOURS 17

SOPH

OM

OR

E MATH 2934, Dif fer en tial & In te gral Cal cu lus IIIC S 2334, Pro gram ming Struc tures & Ab strac tions CEES 2113, Stat icsPHYS 2524, Gen eral Phys ics for En gi neer ing & Sci ence Ma jors ISE 2823, En ter prise En gi neer ing

44343

CEES 2153, Me chan ics of Ma te ri alsISE ISE ISE

2303, De sign & Man u fac tur ing Pro cesses 2311, Com puter Aided De sign & Graphics Lab 3293, Ap plied En gi neer ing Sta tis tics

C S 2413, Data StructuresMATH 2513, Dis crete Math e mat i cal Struc tures

3313333

TO TAL CREDIT HOURS 18 TO TAL CREDIT HOURS 16

JUN

IOR

ISEISEISEISEC S

3304, De sign and Man u fac tur ing II4113, Spread sheet-Based De ci sion Sup port Sys tems 4553, Data-Driven Deci sion Mak ing I4623, De ter min is tic Sys tems Mod el s3202, Software Requirements & Specifications

43332

4223, Fun da men tals of En gi neer ing Econ omyISE ISE ISE ISE

4563, Qual ity and Re li abil ity En gi neer ing 4633, Proba bil is tic Sys tems Models 4804, Ergo nom ics in Sys tems Design

ENGR 2461, Ther mo dy nam ics ENGR 3441, Fluid Me chan ics†Approved Elective: Artistic Forms (Core IV)

3334113

TO TAL CREDIT HOURS 15 TO TAL CREDIT HOURS 18 Ad mis sion to the ac cel er ated pro gram is by ap pli ca tion and re quires a min i mum OU GPA and com bined GPA of 3.25.

SEN

IOR

ISEISEISEISE

4333, Pro duc tion Sys tems and Op er a tions 4663, Sys tems Anal y sis Us ing Sim u la tion 5383, Sys tems Eval u a tion5853, Data-Driven Decision Making II

‡C S 4513, or other C S ElectiveENGR 2431, Elec tri cal Cir cuits

3333

31

ISE

ISE

4393, Cap stone De sign Pro ject (Cap stone)

5033, Systems Engineering

†Ap proved Elec tive: Non-West ern Cul ture (Core IV) †Ap proved Elec tive: So cial Sci ence (Core III)†Ap proved Elec tive: West ern Civ. & Cul ture (Core IV)

3

3

333

TO TAL CREDIT HOURS 16 TO TAL CREDIT HOURS 15Stu dents are el i gi ble for grad u ate sta tus upon grad u a tion with the Bach e lor of Sci ence in In dus trial En gi neer ing.

FIFT

H Y

EAR *ISE 5000-Level Grad u ate Elec tive

Grad u ate Elec tive

ISE 5980, The sis Re search

3

3

3

3

*ISE 5000-Level Grad u ate Elec tive

Grad u ate Elec tive

ISE 5980, The sis Re search

3

3

3

TO TAL CREDIT HOURS 12 TO TAL CREDIT HOURS 9 Students may enter the accelerated program based on the undergraduate degree pattern offered in the year they first enrolled in the Oklahoma State System of Higher

Education or later.NOTE: En gi neer ing trans fer stu dents may take ENGR 3511 in place of ENGR 1411.Courses des ig nated as Core I, II, III, IV, or Capstone are part of the Gen eral Edu ca tion cur ricu lum. Stu dents must com plete a mini mum of 40 hours of Gen eral Edu ca tion courses, cho sen from the ap proved list.

†To be cho sen from the University-Wide General Education Approved Course List. Three of these 12 hours must be up per-di vi sion (3000-4000). See list in the Class Sched ule.In the Col lege of En gi neer ing, in or der to prog ress in your cur ricu lum, and as a spe cific gradua tion re quire ment, a grade of C or bet ter is re quired in each course in the cur ricu lum. Please refer to the Gen eral Cata log for ad di tional en roll ment limi ta tions.Stu dents must suc cess fully com plete pre req ui site courses (with a mini mum C grade) be fore pro ceed ing to the next course.• Two college- level courses in a sin gle for eign lan guage are re quired; this may be sat is fied by suc cess ful com ple tion of 2 years in a sin gle for eign lan guage in high school. Stu dents who must take

for eign lan guage at the Uni ver sity will have an ad di tional 6-10 hours of course work.‡To be cho sen from the C S Elec tive list avail able in the ISE of fice, CEC 116.*Must be ap proved by the The sis Com mit tee in ac cor dance with cur rent Mas ter of Sci ence re quire ments avail able in the ISE of fice, CEC 116.These courses are dual-counted, ful fill ing re quire ments for both the un der grad u ate and grad u ate In dus trial and Systems En gi neeri ng de grees.MATH 1823, 2423, 2433, and 2443 se quence can be sub sti tuted for MATH 1914, 2924, and 2934.

Graduate Elective

* CHEM 1315 can be substituted with CHEM 1335 (Fall only)

Ac cel er ated In dus trial Engineering: Analytics/In dus trial En gi neer ing—A529/F529—Page 2COURSES IN CHEM IS TRY AND BIO CHEM IS TRY (CHEM)1315 General Chemistry. Prerequisite: Mathematics 1503 or 1643, or math ACT equal to or greater than 23. General Chemistry is an overview of the chemical basis of natural phenomena. First of a two-semester sequence in general chemistry. Topics covered: basic measurement, atomic theory, electron configuration, periodicity, chemical reactivity and energetics, stoichiometry, gas laws and changes in state, bonding and molecular structure. A student may not receive credit for this course and CHEM 1335. Laboratory. (F, Sp, Su) [II-LAB] COURSES IN CIVIL EN GI NEER ING AND EN VI RON MEN TAL SCI ENCE (CEES) 2113 Stati cs. Pre req ui sites: Phys ics 2514 and Math e mat ics 2433 or 2934 or con current enrollment in Math e mat ics 2433 or 2934. Vec tor rep re sent a tion of forces and mo ments: general three-dimensional the o rems of stat ics; cen troids and mo ments of area and in ert ia. Free-body diagrams, equilib rium of a par ti cle and of rigid bod ies, dis trib uted loads, fric tion and internal shear and mo ment loads. Anal y sis of trusses, frames, and ma chines. (F)2153 Me chan ics of Ma te ri als. Pre req ui sites: 2113 or Aero space and Me chani cal Engineering 2113 or Pe tro leum En gi neer ing 2113. Ba sic prin ci ples of me chan ics, in clud ing the definition of stress and strain, trans for ma tions and prin ci pal val ues for the stress and strain tensors, ki nematic relations, review of con ser va tion equa tions and the de vel op ment and applica tion of constit u tive laws for ideal ized ma te ri als. El e men tary elastostatics util iz ing Hooke’s law; constitutive relations for a linear-elastic continuum, including elastic parameters such as Young’s modulus, shear and bulk moduli and Poisson’s ratio. Solution of elementary one- and two-dimensional mechanics problems, including thermal stresses and strains, beam flexure, shear and deflections, pressure vessels and buckling of columns. (Sp)COURSES IN COM PUTER SCI ENCE (C S)1323 In tro duc tion to Com puter Pro gram ming. Pre req ui site: MATH 1523 or con cur rent enroll ment, or place ment into MATH 1743 or MATH 1823 or higher. In tro duc tion to the design and im ple men tat ion of com puter soft ware with an em pha sis on ab strac tion and program orga ni za tion. (F, Sp)2334 Pro gram ming Struc tures and Ab strac tions. Pre req ui site: 1323 and MATH 1523 or higher. The de sign and im ple men tat ion of com puter pro grams us ing dis ci plined meth od ol o gies. Use of ab stract data types such as stacks, queues, lists, sets, maps. Soft ware re use through encapsula tion, com po si tion, ag gre ga tion, in her i tance, poly mor phism, and generics. Struc tured approaches to graphi cal user in ter face de vel op ment and er ror han dling. Bi nary and char ac ter based file pro cess ing. A pro gram de sign tool will be used. In tro duc tion to eth ics in com puter sci ence, in clud ing philo sophi cal eth ics the o ries. Dis cus sion of intellectual property rights and privacy. (F, Sp)2413 Data Struc tures. Pre req ui site: 2334 and MATH 1823 or 1914; and MATH 2813 or MATH 2513, or con cur rent en roll ment in 2813 or 2513. Rep re sen ta tion, anal y sis and implement a tion of widely used data struc tures and as so ci ated al go rithms. Dis cus sion of algorithms em ploy ing data struct ures with anal y sis. Writ ten com mu ni ca tions re quired in some pro jects. Dis cus sion of ethi cal is sues in clud ing com puter crime, abuse, and hacker ethics. Tools and tech niques used in writ ing se cure ap pli ca tions will also be dis cussed. Windows op er at ing system will be used. A debugging tool will be used. (F, Sp)3202 Software Requirements & Specifications. Prerequisite: CS 2413; and CS 2813 or MATH 2513. Students gain technical and non-technical professional skills by performing requirements engineering, and learn the tools, techniques, and methods for modeling software systems. Topics include requirements elicitation, prototyping, functional and non-functional requirements, and tracking. Students practice written and oral communication skills in eliciting and documenting requirements from users, consider the impact of computing on individuals, organizations and society in the creation of requirements and specifications for a computational system, and demonstrate their ability to engage in lifelong learning by gaining background in a domain outside of their own. (F) 4513 Database Management Systems. Prerequisite: CS 2413 or CS 5005, and CS 2813 or CS 4005 or MATH 2513. The design and implementation of a DBMS including data models, query languages, entity-relationship diagrams, functional dependencies, normalization, storage structures, access methods, query processing, transaction management, web-enabled applications, and administration. The impact of databases on individuals, organizations, and society, and legal and professional responsibilities including security and privacy will be discussed. A commercial DBMS is used. Students practice written communication skills. (F) COURSES IN EN GI NEER ING (ENGR)1411 Fresh man En gi neer ing Ex pe ri ence. Pre req ui site: de clared ma jor in En gi neer ing or permission of in struc tor. Re quired of all en ter ing fresh men with a de clared En gi neer ing major. Lecture hours cover a va ri ety of topi cs in clud ing: ma jors and mi nors; ca reer plan ning; advising; and extra-cur ric u lar ac tiv i ties. Stu dents also work on multi-dis ci plin ary en gi neer ing projects in smaller groups during the lab hour. (F)2431 Elec tri cal Cir cuits. Pre req ui site: Math e mat ics 2423 or 2924; and Phys ics 2524 or con cur rent enrollment. In tro duct ion to ba sic prin ci ples of elec tri cal cir cuits. Topi cs in clude DC cir cuits anal y sis, DC transients, static electri cal fields, static mag netic fields, ca paci tors, inductors, and fil ters. (F, Sp) 2461 Ther mo dy namics. Pre req ui site: Math e mat ics 2433 or 2934; and Phys ics 2524 or concurrent en roll ment. Intro duc tion to ba sic prin ci ples of ther mo dy nam ics. Top ics in clude density, pres sure, and tem per ature, the first law of ther mo dy nam ics for a sys tem, the first law of thermodynamics for a con trol vol ume, the sec ond law of ther mo dy nam ics, and psychometrics. (F) 3441 Fluid Me chan ics. Pre req ui site: Math e mat ics 2433 or 2934. In tro duc tion to ba sic principles of fluid me chan ics. Top ics in clude fluid prop er ties, fluid stat ics, dimensionless param e ters and simili tude, con trol vol ume equa tions, open chan nel flow, and ext er nal flow. (F)COURSES IN INDUSTRIAL AND SYSTEMS ENGINEERING (ISE) 2303 Design and Manufacturing Process (Crosslisted with Aerospace and Mechanical Engineering 2303). Prerequisite: Aerospace and Mechani cal Engineering 2113 or Civil Engineering and Environmental Science 2113 or Engineering 2113. Mechanical and physical properties of engineering materials. Introduction to design concepts, manufacturing processes and equipment used in en gi neer ing. (Sp)2311 Com puter Aided De sign and Graphics Lab o ra tory for In dus trial En gi neers. Corequisite: 2303. Pro vides stu dents with a ba sic un der stand ing of tech ni cal graphics com mu ni ca tion and com puter-aided de sign for in dus trial en gi neer ing ap pli ca tions. By us ing com puter-aided de sign/draft ing software, SolidWorks/AutoCAD, stu dents will learn ba sic prin ci ples of en gi neer ing graphics and geometric mod el ing to as sist in de sign prob lem vi su al iza tion and plan ning. (Sp) 2823 En ter prise En gi neer ing. Pre req ui site: soph o more stand ing. In tro duc tion to the in dus trial engineer ing role as en ter prise sys tem in te gra tor. Sys tems con cepts, mod el ing and anal y sis; integrated prod uct/ser vice and op er a tional pro cess de sign; pro duct iv ity and qual ity im prove ment; computer tech nol ogy in ser tion; pro ject, oper a tions, and global sup ply chain man age ment. (F) †G3293 Ap plied En gi neeri ng Sta tis tics. Pre requi site: Math e mat ics 2433 or MATH 2924. Introduc tion to prob a bil ity, one and higher di mensional ran dom vari ates, func tion of random vari ables, ex pect a tion, dis crete and con tin uous dist ri but ions, sam pling and descrip tive sta tist ics, pa ram e ter est i ma tion, use of sta tis ti cal pack ages. (F, Sp)

†G3304 Design and Manufacturing II. Prerequisite: 2303, 2311, Civil Engineering and Environmental Science 2153 (or concurrent enrollment), or Aerospace and Mechani cal Engineering 3143 (or concurrent enrollment). Dimensioning and tolerancing; tolerances—type, design and specification; assembly and fit design; tolerance standards; process planning—predence representation in machining, operation and machine sequencing; jigs and fixtures—design and analysis; time and cost estimation for machining; automation; processes/system integration. Laboratory (F)4113 Spreadsheet-Based Decision Support Systems. Prerequisite: I E/ISE 4623 or concurrent enrollment in I E/ISE 4623, Computer Science 1313 or C S 1323, or permission of instructor. Covers all aspects of spreadsheet-based software functionality that are relevant to supporting decision-making. Microsoft Excel is used as the subject tool. Students will learn advanced functions of Excel that are available through the spreadsheet interface, the Visual Basic language and its integration with the spreadsheet environment, principles of decision-support systems studied in a variety of applications, including facility layout, ware hous ing, port fo lio op ti mi za tion, and vari ous sta tis ti cal in fer ence probl ems. (F)G4223 Fun da men tals of En gi neer ing Econ omy. Prerequisite: MATH 2423 or 2924. Development and use of time value of money interest formulas. Inflation considerations and bond problems. Bases for comparison of alternatives, including present worth, annual worth, rate of return and savings-investment ratio methods. Decision-making among independent, dependent, capital-constrained and un-equal lived projects. Depreciation methods and their effect on corporate income taxes, leading to after-tax cash flow analysis. Benefit-cost and cost effectiveness analysis. †G4333 Pro duc tion Sys tems and Op er a tions. Pre req ui site: 2823 and 4623, or by per mis sion. Operations-oriented topics for production systems. Supply chain process (tactical planning, operational scheduling and sequencing, mangement and planning, demand promising). Customer service process; E-Business and information technology applications for production systems. (F)4393 Capstone Design Project. Prerequisite: ISE 4333, ISE 4383, ISE 4663, and ISE 4853. Restricted to graduating industrial & systems engineering students; to be taken in the last semester. Current problems drawn from production and service organizations will be presented by personnel from these organizations. Students will solve these problems under the guidance of their instructor, using industrial engineering methodology. (F,Sp) [V] 4553 Data-Driven Decision Making I (Slashlisted with 5553). Prerequisite: I E/ISE 3293. Fundamentals of statistical models for describing engineering systems and processes. Analysis of variance, multiple regression, logistic regression, time series, clustering. Emphasis is placed on decision making. No student may earn credit for both 4553 And 5553. (F)4563 Quali ty and Reliability Engineering (Slashlisted with 5563). Prerequisite: I E/ISE 3293, and I E/ISE 4553 or I E/ISE 5553. The use of stat is ti cal meth ods for qual ity con trol and im prove ment in product and pro cess en vi ron ments, as well as in tro duct ory ap plied prob a bili ty for com po nent and sys tem reliability. Topi cs in clude phi los o phies of qual ity man age ment, con trol chart the ory and ap pli ca tion, pro cess capabili ty, and per for mance met rics of rel i abili ty. Fo cus is given to de ci sion maki ng in engineer ing systems. No stu dent may earn credit for both 4563 and 5563. (Sp)4623 De ter min is tic Sys tems Mod els. Pre req ui site: I E/ISE 2823. Prob lem solv ing us ing an a lyti cal models: the ory, meth od ol ogy, and ap pli cat ion. Top ics in clude lin ear pro gram ming, sim plex algorithm and sen si tiv ity anal y sis, in te ger pro gram ming, and dy namic pro gram ming. Prac ti cal applica tions in transporta tion net works, pro ject man age ment and sched uli ng, de ter min is tic in ven tory models, de ci sion making, and sys tems in te gra tion. So lu tion meth ods us ing com puter soft ware. (F) 4633 Proba bil is tic Sys tems Mod els. Pre req ui site: I E 3293 or ISE 3293 AND I E 4623 or ISE 4623. Problem solv ing us ing sto chas tic mod els: the ory, meth od ol ogy, and ap pli ca tion. Top ics in clude probabil ity distribu tions, Pois son processes, Markov chains and Markov de ci sion pro cesses, queu ing the ory, and Monte Carlo sim ul ation. Prac ti cal ap pli ca tions in proba bil is tic in ven tory models, main te nance ac tiv i ties, de ci sion mak ing, and sys tems in te gra tion. So lu tion meth ods us ing computer soft ware. (Sp)4663 Sys tems Anal y sis Us ing Sim u la tion. Pre req ui site: En gi neer ing 3293 or 3293, 4633. Implements the sci ence of sys tems anal y sis through the use of sim u la tion mod eli ng and sta tis ti cal analysis; inclu sive of time study anal y sis for per form ing in put mod eli ng tasks. Lab o ra tory (F) 4804 Er go nom ics in Sys tems De sign. Pre req ui site: ju nior stand ing or per mis sion of in struc tor. Human-sys tems in te gration, con sid er ing the im pacts of the phys i cal struc ture, the in for ma tion flow, and the en vi ron men tal con di tions on hu man per for mance. Stu dents learn how to de sign, evaluate and im prove sys tems from the per spec tive of the hu man(s) work ing in and im pacted by the system. Lab o ra tory (Sp)G5033 Systems Engineering. Prerequisite: graduate standing. The complexities of systems, design, sustainment, and modernization in the context of systems engineering. (Irreg.) G5383 Systems Evaluation (Slashlisted with 4383). Prerequisite: permission of department. Focuses on the development and evaluation of alternate system and process designs. Development of system goals, requirements, and performance measures; ranking of alternatives and decision analysis techniques. Review and development of trade studies. Applications in facility layout, maintenance, supply chain, and other contexts. No student may earn credit for both 4383 and 5383. (F) G5853 Applied Research Methods (Slashlisted with 4853). Pre req ui site: 4553 and 4804. Experimental methodology for empirical investigation. Includes the development and measurement of empirical hypotheses, designs, performance criteria, and analyses. Techniques for empirical reporting. The measurement of human performance is typically the vehicle used for students in this course. No student may earn credit for both 4853 and 5853. (F)G5980 Re search for Mast er’s The sis. Vari able en roll ment, two to nine hours; maxi mum credit applicable to ward de gree, six hours. (F, Sp, Su)COURSES IN MATH E MAT ICS (MATH)1914 Dif fer en tial and In te gral Cal cu lus I. Pre req ui site: sat is fac tory score on the place ment test or, for incom ing fresh men di rect from high school, sat is fac tory score on the ACT/SAT. Du pli cates three hours of 1823 and one hour of 2423. Lim its and con ti nu ity, dif fer en ti a tion, ap pli ca tions of differentiation to op ti mi za tion and curve sketch ing, in te gra tion, the fun da men tal the o rem of calculus, the sub sti tution rule, ap pli ca tions of in te gra tion to com pu ta tion of ar eas. (F, Sp, Su) [I-M] 2924 Dif fer en tial and Inte gral Cal cu lus II. Pre req ui site: 1914 with a grade of C or better. Duplicates two hours of 2423 and two hours of 2433. Fur ther ap pli ca tions of in te grat ion, the nat u ral logarithmic and ex po nen tial functions, in de ter mi nate forms, tech niques of integVectors ra tion, improper integrals, parametric curves and polar coordinates, infinite sequences and series. (F, Sp, Su) 2934 Differential and Integral Calculus III. Prerequisite: 2924 with a grade of C or better. Duplicates one hour of 2433 and three hours of 2443. Vectors and vector functions, functions of several variables, partial differentiation and gradients, multiple integration, line and surface integrals, Green-Stokes-Gauss theorems. (F, Sp, Su)2513 Discrete Mathematical Structures. Prerequisite: 2423 or 2924 or concurrent enrollment. A course for math majors or prospective math majors. Provides an introduction to discrete concepts such as finite sets and structures, and their properties and applications. Also exposes students to the basic procedures and styles of mathemati cal proof. Topics include basic set theory, functions, integers, symbolic logic, predi cate calculus, induction, counting techniques, graphs and trees. Other topics from combinatorics, probability, relations, Boolean algebras or automata theory may be covered as time permits. (F, Sp, Su)COURSES IN PHYS ICS (PHYS)2514 Gen eral Phys ics for En gi neer ing and Sci ence Ma jors. Pre req ui site: Math e mat ics 1823 or Mathemat ics 1914 with grade of C or better. Not open to stu dents with credit in 1205. Vec tors, kinemat ics and dy nam ics of par ti cles, work and en ergy sys tems of par ti cles, ro ta tional ki ne mat ics and dynam ics, oscill a tions, gravi t a tion, fluid me chan ics, waves. (F, Sp, Su) [II-NL]2524 Gen eral Phys ics for En gi neer ing and Sci ence Ma jors. Pre req ui site: 2514 and Math e mat ics 2423 or 2924 with a grade of C or better. Not open to stu dents with credit in 1215. Tem per a ture, heat, thermodynam ics, elec tric ity, mag ne tism, op tics. (F, Sp, Su)