GMU Department of Systems Engineering and Operations Research (SEOR)

GMU Department of Systems Engineering and Operations Research (SEOR) Just minutes from DC, the SEOR Department is a global leader in education and research in Systems En

Congratulations to GMU SEOR B.Sc. Class of 2014 graduate, Founder & CTO of Local Kitchens, Jason Bramble. Every process ...
07/10/2021
Local Kitchens Redefines Takeout With Digital Suburban Food Halls

Congratulations to GMU SEOR B.Sc. Class of 2014 graduate, Founder & CTO of Local Kitchens, Jason Bramble. Every process is a "systems" problem, right? , ,
https://lnkd.in/eda3yHS

Local Kitchens has raised $28mm to transform former restaurants into mini suburban food halls focused on the digital pickup experience featuring brands like Wise Sons, Proposition Chicken, Curry Up Now, and The Little Chihuahua.

07/05/2021

Is this a good design?

A complex system of interacting components, designed decades ago for an environment not anticipated, is monitored and managed by unpaid, untrained, unsupervised staff, who must understand and respond to the cumulative effects of the complex interaction of independent faults. The case of the Surfside condo collapse.

Condos emerged in the 1960's as an effective way to house more people on less land, increase developer profits, and increase municipal revenues from local property taxes. It is a win-win-win.

To manage the common services (e.g. garbage collection, gardening) and infrastructure (e.g. pools, parking garages) at these buildings, Home Owner Associations (HOAs) were founded. The 350,000 HOAs in U.S. now manage a cumulative $7 billion in private properties used by 30% of U.S. population.

Anyone with experience in HOAs managing the lawn care and garbage collection knows how dysfunctional the process can be. Why should I have to pay for a common area or service I dont use? or is'nt there a cheaper way to do this? Furthermore, HOAs are designed to manage the status-quo, not an evolving climate change-driven future. No body wants to pay for roof repairs today needed for the property in the distant future.

As the infrastructure managed by the HOAs age, and the effects of unanticipated climate change affect the integrity of the properties, the HOAs must understand the impact of an accumulation of small, independent faults whose complex interactions threaten the overall integrity of the property. By the way, the HOAs are staffed by unpaid, untrained, and unsupervised volunteers,

How can a system be implemented to provide HOAs the technical knowledge to monitor, understand, and address the complex issues as infrastructure ages in an environment that was not anticipated by the designers 60 years ago? How should the laws under which HOAs operate be adjusted to address this issue?

This is a System Engineering problem!

06/24/2021
www.linkedin.com

Rochelle Jones, Associate Professor - Systems Engineering and Operations Research Dept. is privileged to serve on a STEMNoire panel on "Building a Competitive and Transferrable STEM Career Skillset".

The panel is part of a 3-day event aimed to dramatically increase the presence of Black women in STEM. In 2017, only 2.48% of Black women in the United States were employed in science and engineering occupations.

https://lnkd.in/dDnB4pe.
, ,

George Mason University was named the top young university in the United States in the recently released 2021 Times High...
06/24/2021
Young University Rankings

George Mason University was named the top young university in the United States in the recently released 2021 Times Higher Education (THE) Young University Rankings.

(https://lnkd.in/e4Eh-bq)

Mason placed No. 41 out of 475 universities around the world that are 50 years old or younger.

The Times Higher Education Young University Rankings list the world’s best universities that are 50 years old or younger.

06/16/2021

Dr. Chen and team win Best Paper Award at the 2021 IEEE International Conference on Communications (ICC), being held this week. This is the flagship conference of the IEEE Communications Society.

The paper is titled "Multiband Spectrum Sensing with Non-exponential Channel Occupancy Times" by Hanke Chen, Brian Mark, Yariv Ephraim, and Chun-Hung Chen.

The paper received the best paper award in the Cognitive Radio & AI-Enabled Networks Symposium.

The paper uses a new OCBA scheme to improve the probability of choosing the best open channel.

It is great to see so many diverse applications of OCBA!

A paper co-authored by esteemed colleague Dr. Chung-Hun Chen was featured in the IISE Magazine this month.The paper disc...
06/16/2021

A paper co-authored by esteemed colleague Dr. Chung-Hun Chen was featured in the IISE Magazine this month.

The paper discusses a decision problem involving running a simulation.

Due to the practical need to make decisions quickly, simulations may not be run in a long stretch of time to guarantee the reach of its steady state.

To safeguard the quality of decisions, the authors devised a sequential sampling strategy for running the simulation, conducting ranking and selection accordingly, and deciding when the decision is credible enough so that one can stop the simulation.

This article will appear in the July 2021 issue of IISE Transactions (Volume 53, No. 7).

When System Requirements are in conflict you get this ...Req  #1: The Foot Protection System (FPS) shall be comfortable....
06/11/2021

When System Requirements are in conflict you get this ...

Req #1: The Foot Protection System (FPS) shall be comfortable.
Req #2: The Foot Protection Systems (FPS) shall be fashionable.

High-end designer Balenciaga expects the shoes to sell for $850

INCOSE WMA chapter would like to invite you to join us on June 9, 2021 and indulge in a presentation and conversation wi...
06/09/2021
June 2021 INCOSE WMA Monthly Meeting

INCOSE WMA chapter would like to invite you to join us on June 9, 2021 and indulge in a presentation and conversation with our esteemed presenter Dr. Richard Potember on the topic of “Semantic Threat Analysis for Systems Security Engineering“

Date: Wednesday June 9,2021
Agenda:
1. 6:30 pm - 6:45 pm Chapter Business Meeting
2. 6:45 pm - 7:45 pm Presentation
3. 7:45 pm - 8:00 pm Questions

Registration is FREE, Wed, Jun 9, 2021 at 6:30 PM | Eventbrite - https://www.eventbrite.com/e/june-2021-incose-wma-monthly-meeting-tickets-157727859273

Systems security engineering is a Systems Engineering specialty that coordinate and direct the activities of various security specialties

Recommended reading: New book by System Engineering Professor Larrie Ferreiro. - Bridging the Seas: The Rise of Naval Ar...
06/08/2021

Recommended reading: New book by System Engineering Professor Larrie Ferreiro. - Bridging the Seas: The Rise of Naval Architecture in the Industrial Age, 1800–2000

In the 1800s, shipbuilding moved from sail and wood to steam, iron, and steel.

The competitive pressure to achieve more predictable ocean transportation drove the industrialization of shipbuilding.

In Bridging the Seas, System Engineering historian Larrie Ferreiro describes this transformation of shipbuilding, portraying the rise of a professionalized naval architecture as an integral part of the Industrial Age, and as a forerunner to modern System Engineering.

Congratulations to Dr. Roman Polyak, mathematician extraordinaire, on new book: "Introduction to Continuous Optimization...
06/07/2021

Congratulations to Dr. Roman Polyak, mathematician extraordinaire, on new book: "Introduction to Continuous Optimization"

Roman developed the Nonlinear Rescaling (NR) theory and methods for constrained optimization. The NR theory overcomes the limitations of classical barrier and distance functions for Nonlinear Programming (NLP).

These methods, in particular, the Modified Barrier Functions method, has been used with great success for solving large scale real life NLP problems including planning radiation therapy ,truss topology design, optimal power flow, and antenna design.

06/04/2021
catsr.vse.gmu.edu

Congratulations are in order to SEOR seniors Charles Wang, Michael Strain, Daniel Lim and Bryan Fabela for their Best Paper-Decision Analysis Track at the General Donald R. Keith Memorial Capstone Conference held at West Point in April 2021.

Their paper, “Air Transportation Pandemic Control - A Stochastic Nonlinear Complex Adaptive System," focused on flight passenger safety amid the COVID pandemic.

The team also received Honorable Mention in the Industry Applications track at the Annual Andrew Sage Competition held at George Mason University. A job well done by our SEOR students!

Read the paper:https://catsr.vse.gmu.edu/pubs/Air_Transportation_Pandemic_Control_Technical_Paper.pdf

Congratulations SEOR Graduates Class of 2017!
05/18/2017

Congratulations SEOR Graduates Class of 2017!

05/05/2017

Congratulations to SEOR seniors Ju Yeon Park, James Lange, Okan Koc, Firas Al-Bakhat for winning 1st Place in the Systems Design Track at the General Donald R. Keith Memorial Capstone Conference, Westpoint NY, May 4 2017. Their project “Design of an Enhanced Defect Identification System for Commercial Building Construction,” was sponsored by GMU Facilities and ExpertDrones. Kudos to all student teams for their outstanding presentations.

03/17/2017

SEOR graduate programs have been ranked 27th nationally for 2018 in the category of Industrial/Manufacturing/Systems Engineering by US News & World Report.

Congratulations BS/SE Class of 2015!
05/17/2015

Congratulations BS/SE Class of 2015!

05/07/2015

Systems Engineering capstone teams take awards in national competitions.

The System Engineering Senior Design students competed in the General Donald R. Keith Memorial Capstone Conference, at the U.S. Military Academy at West Point, NY, April 30, 2015, and captured 5 awards.

The 2nd Place Conference Overall Paper and Best Poster was awarded to the team: Saqib Qureshi, Raymond Fontaine, Samuel Saleeb, and Joel Stein for the project “Design of a Sediment Removal and Processing System to Reduce Sediment Scouring Potential from the Lower Susquehanna River Dams
Best Presentation in Decision Analysis was awarded to Ashruf Ali, Nathan Ballou, Brad McDougall, and Jorge Luis Valle for their project: “Decision Support Tool (DST) for Designing Niche Small Package Delivery Aerial Vehicles (NSPDAV)"

Best Presentation Engineering Management was awarded to students Justin Amoyal, Roman Garber, Marwan Karama, Meba E. Kassahun and Anoosha Koohi for their project "Analysis of the Impact of Enhanced FOD Inspection on the Aircraft Assembly Process"

Best Presentation Process Improvement was awarded to students Heather Johnson, Houda Kerkoub, Shaida Latifi, Mumtahina Mahmud, and Alexis Nittoli for their project "Design of a Procedure Analysis Tool (PAT) for the FAA Human Factors Certification Process".

Congratulations Class of 2015!

BS/SE Senior Design Class of 2015
05/07/2015

BS/SE Senior Design Class of 2015

08/25/2014

Dear SEOR Students. Welcome to the Fall 2014 semester. Best wishes for a successful and rewarding semester!

We hope to see you at the Volgenau School ‘s Ice Cream Social, Wednesday August 27, 2 - 4pm in the Atrium of the Engineering Building. Get your free tickets in Suites 2500 and 5100.

SEOR faculty and staff.

08/16/2013
INCOSE - Johns Hopkins University / APL Award

Systems Engineering Graduate Scholarship Opportunity

The INCOSE Foundation, a charitable organization formed by the International Council on Systems Engineering (INCOSE), is seeking nominations for the Johns Hopkins University/ Applied Physics Laboratory Alexander Kossiakoff Scholarship.

The Scholarship recognizes and encourages promising applied systems engineering research by students in a masters or doctoral program. Awardees must be U.S. citizens who show rigor and creativity in their proposed applied research and have strong academic recommendations, among other criteria. The student will receive a $5,000 grant along with an optional paid internship at JHU/APL to work on relevant systems engineering problems. The student will also be provided with a plaque and recognition at the annual winter INCOSE International Workshop. Previous recipients have come from prestigious colleges, such as the University of Southern California, George Mason University and Johns Hopkins University. The deadline for applications is Nov. 30.

For further information see http://incose.org/about/foundation/scholarshipjhu.aspx

07/30/2013

New Undergraduate Specialization in Data Analytics

We are pleased to announce a new specialization in Data Analytics for the BS/SE program beginning Fall 2013. Data Analytics is the process of acquiring, extracting, integrating, transforming, and modeling data with the goal of deriving useful information. It is becoming an important (and hot) quantitative methodology in a wide variety of applications. The need for data analytics is due to the massive accumulation of “Big Data” in all industries to include but not limited to healthcare, finance, government (federal, state, and local), and cyber defense.

The specialization consists of 3 courses (9 credits):

**CS 310 Data Structures. Prerequisite(s): Grade of C or better in CS 211 and MATH 113. Offered Fall and Spring

** CS 484 Data Mining. Prerequisite(s): Grade of C or better in CS 310 and STAT 344. Offered Spring.

** STAT 463 Intro to Exploratory Data Analysis. Prerequisite(s): STAT 350 or 354, or equivalent. Offered: Alternate Springs. Will be offered Spring 2014.

Students who wishes to take this specialization MUST obtain signed approval from their advisor on their plan of study.

Because the specialization is till under development, and because STAT 463 is currently only offered every other year, some requirements may change over time. This makes it even more important that students obtain their advisor's approval before deciding on this specialization.

07/17/2013

New Programs in Data Analytics.

The Volgenau School of Engineering will be offering a new Graduate Certificate in Data Analytics starting Fall 2013. The School has also submitted for a proposal for a Masters program in Data Analytics Engineering for approval by the State Council of Higher Education of Virginia, with a target of launching the program in Fall 2014

Data analytics (i.e., the process of acquiring, extracting, integrating, transforming, and modeling data with the goal of deriving useful information) is becoming an important quantitative methodology in a wide variety of applications. The need for data analytics is due to the massive accumulation of “Big Data” in all industries to include but not limited to healthcare, finance, government (federal, state, and local), and cyber defense.

The certificate program in Data Analytics provides a broad overview of the end-to-end value chain for Big Data Analytics, from the capture and management of the data, through the analytics that harness the data to create value. The program is designed to provide a framework for the methodologies for organizing and integrating disparate data, analyzing and visualizing the integrated data, and determining what decisions or actions should be taken to generate value from the data. The program is comprised of four courses: AIT 580 Analytics: Big Data to Information, STAT 515 Applied Statistics & Visualization for Analytics, CS 504 Principles of Data Management and Mining, and OR 531 Analytics & Decision Analysis.

More information can be found at http://volgenau.gmu.edu/graduates/GraduateCertificateDataAnalytics.php

Systems Engineering capstone teams take first place awards in national competitions. BS/SE Senior Design Project I and I...
06/04/2013

Systems Engineering capstone teams take first place awards in national competitions.

BS/SE Senior Design Project I and II capstone courses won a total of three awards at the IEEE Systems and Information Engineering Design Symposium held in Charlottesville, Va., and the Systems Engineering Capstone Design Competition held at the U.S. Military Academy (USMA) at West Point.

For all the buzz, see
http://newsdesk.gmu.edu/2013/05/system-engineering-students-win-big-at-competition/

Tutorial on "Prescriptive Analytics" Saturday May 4th 9:00am - 1:00pm Room 1505, Nguyen Engineering BuildingGeorge Mason...
05/02/2013
INCOSE WMA May Tutorial: Prescriptive Analytics

Tutorial on "Prescriptive Analytics"
Saturday May 4th 9:00am - 1:00pm
Room 1505, Nguyen Engineering Building
George Mason University.

Instructors:
Kathryn Laskey, Paulo Costa, Rajesh Ganesan and Edward Huang
Department of Systems Engineering and Operations Research

The tutorial is free to attend for INCOSE WMA members and non-members alike. (There is a $3 per hour charge to park). Register at: http://incosewmamaytutorial.eventbrite.com/

Abstract:
Data analytics (i.e., the process of acquiring, extracting, integrating, transforming, and modeling data with the goal of deriving useful information) is increasingly important across a wide variety of applications. The need for data analytics is driven by the massive accumulation of “Big Data” in a variety of industries such as healthcare, finance, government (federal, state, and local), and cyber defense. The ultimate goal of data analytics is to derive value by suggesting effective actions for the future. Prescriptive analytics focuses on methods for deciding on the best course of action, while taking into account constraints and risks. This tutorial in prescriptive analytics will introduce methods to drive effective decision making and to identify and select optimal courses of action. Techniques are discussed to analyze both structured and unstructured data to derive meaningful knowledge, which will be useful for developing effective strategies and making optimal decisions. The use of prescriptive analytic methods in computerized decision support systems is also discussed. The tutorial emphasizes both analytical and practical aspects of prescriptive analytics. Hands-on exercises stress the practical aspects of modeling, optimization, and risk analysis. Students are also expected to demonstrate proficiency in decision making, design of decision support systems, and risk analysis.

Location:
4400 University Drive
Room 1505, Nguyen Engineering Building
Fairfax, VA 22030

Directions:
Directions to the George Mason University Volgenau School of Engineering can be found at http://volgenau.gmu.edu/about_ite/maps_directions.php. Visitors should park in the Shenandoah parking deck.

Tutorial Name: Prescriptive Analytics Instructors:Kathryn Laskey, Paulo Costa, Rajesh Ganesan and Edward HuangDepartment of Systems Engineering and Operations ResearchVolgenau School of EngineeringGeorge Mason University May 4, 9AM - 1PMRoom 1505, Nguyen Engineering BuildingGeorge Mason University D...

04/25/2013
Minor in Aviation

A new minor in Aviation Flight Training and Management begins Fall 2013. The minor provides students with a unique opportunity to earn a pilot’s license and gain expertise in various aspects of aviation management. Further information can be found at
http://seor.gmu.edu/bsse/aviationminor.html

The aviation industry is an exciting, growing industry that relies on a competent trained workforce to manage the technologically-advanced complex management, control and vehicle systems.

03/12/2013

USNWR ranks SEOR in top 30 graduate programs nationally in Industrial/Manufacturing/Systems Engineering

US News & World Report ranked the Volgenau School of Engineering as number 28 in the category of Industrial/Manufacturing/Systems Engineering for 2013, tied with the University of Virginia and the University of Arizona.
http://premium.usnews.com/best-graduate-schools/top-engineering-schools

This is the first year that USNWR included Systems Engineering as part of a graduate engineering specialty. Prior to that the specialty was Industrial/Manufacturing Engineering,

Engineers Week will be held at the Volgenau School February 18-23. The week will showcase our students, faculty, corpora...
02/02/2013
Volgenau School of Engineering at George Mason University

Engineers Week will be held at the Volgenau School February 18-23. The week will showcase our students, faculty, corporate partners and alumni.

Wednesday February 20 is Systems Engineering Day.
Monday February 18 (am) will showcase the School's graduate programs.

Check out the full schedule and registration links here: http://volgenau.gmu.edu/events/national_engineers_week/index.php

Volgenau School of Engineering providing the latest education in technology and engineering at George Mason University.

Senior Design Presentations Fall 2012
01/17/2013

Senior Design Presentations Fall 2012

12/03/2012

SE&OR MS Capstone Presentations Dec 7 12-5pm Johnson Center Room C

Schedule:

12:00pm Lunch and Introduction
12:30pm - 1:00pm Team Ship Maintenance
1:00pm - 1:30pm Cluster Tool Analysis
1:30pm - 2:00pm SPEC Innovation
Break
2:15pm - 2:45pm NOVEC
2:45pm - 3:15pm SE Rockets
3:15pm - 3:45pm Navy F&S
3:45pm - 4:15pm Team Ship Maintenance
Reception after Evaluation Discussion

11/27/2012

Senior Design Presentations will take place Friday November 30 in the JC Cinema (8:55am - 2:30 pm), followed by the SYST 489 Curriculum Reviews (2:40-4:00pm).

Agenda:

08:55 Welcome
09:00 UAS/Sense-and-Avoid [Mitre/CAASD]
09:35 Runway Operational Quality Assurance (ROQA) [CATSR]
10:10 Corporate Responsibility for ANSP [CATSR/Metron Av]

10:45 BREAK

11:00 Green Buildings [FAA]
11:35 Gravity Survey [NOAA]

12:10 LUNCH

12:45 Sports Analytics [GMU Athletic Dept]
13:20 Small-Scale Bio-Diesel [North Point Farm]
13:55 Regional Transportation [GMU - Transportation Dept]

14:30 BREAK

14:40 SYST 489

Close to 40 students showed up for pizza, and also, we hope, advising
10/10/2012

Close to 40 students showed up for pizza, and also, we hope, advising

Senior Design Class of 2012 at UVA SIEDS Design Competition
10/05/2012

Senior Design Class of 2012 at UVA SIEDS Design Competition

Address

4400 University Drive
Fairfax, VA
22030

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Comments

Congratulations to GMU SEOR B.Sc. Class of 2014 graduate, Founder & CTO of Local Kitchens, Jason Bramble. Every process is a "systems" problem, right? , ,
https://lnkd.in/eda3yHS
Is this a good design?

A complex system of interacting components, designed decades ago for an environment not anticipated, is monitored and managed by unpaid, untrained, unsupervised staff, who must understand and respond to the cumulative effects of the complex interaction of independent faults. The case of the Surfside condo collapse.

Condos emerged in the 1960's as an effective way to house more people on less land, increase developer profits, and increase municipal revenues from local property taxes. It is a win-win-win.

To manage the common services (e.g. garbage collection, gardening) and infrastructure (e.g. pools, parking garages) at these buildings, Home Owner Associations (HOAs) were founded. The 350,000 HOAs in U.S. now manage a cumulative $7 billion in private properties used by 30% of U.S. population.

Anyone with experience in HOAs managing the lawn care and garbage collection knows how dysfunctional the process can be. Why should I have to pay for a common area or service I dont use? or is'nt there a cheaper way to do this? Furthermore, HOAs are designed to manage the status-quo, not an evolving climate change-driven future. No body wants to pay for roof repairs today needed for the property in the distant future.

As the infrastructure managed by the HOAs age, and the effects of unanticipated climate change affect the integrity of the properties, the HOAs must understand the impact of an accumulation of small, independent faults whose complex interactions threaten the overall integrity of the property. By the way, the HOAs are staffed by unpaid, untrained, and unsupervised volunteers,

How can a system be implemented to provide HOAs the technical knowledge to monitor, understand, and address the complex issues as infrastructure ages in an environment that was not anticipated by the designers 60 years ago? How should the laws under which HOAs operate be adjusted to address this issue?

This is a System Engineering problem!
Rochelle Jones, Associate Professor - Systems Engineering and Operations Research Dept. is privileged to serve on a STEMNoire panel on "Building a Competitive and Transferrable STEM Career Skillset".

The panel is part of a 3-day event aimed to dramatically increase the presence of Black women in STEM. In 2017, only 2.48% of Black women in the United States were employed in science and engineering occupations.

https://lnkd.in/dDnB4pe.
, ,
George Mason University was named the top young university in the United States in the recently released 2021 Times Higher Education (THE) Young University Rankings.

(https://lnkd.in/e4Eh-bq)

Mason placed No. 41 out of 475 universities around the world that are 50 years old or younger.
Dr. Chen and team win Best Paper Award at the 2021 IEEE International Conference on Communications (ICC), being held this week. This is the flagship conference of the IEEE Communications Society.

The paper is titled "Multiband Spectrum Sensing with Non-exponential Channel Occupancy Times" by Hanke Chen, Brian Mark, Yariv Ephraim, and Chun-Hung Chen.

The paper received the best paper award in the Cognitive Radio & AI-Enabled Networks Symposium.

The paper uses a new OCBA scheme to improve the probability of choosing the best open channel.

It is great to see so many diverse applications of OCBA!
A paper co-authored by esteemed colleague Dr. Chung-Hun Chen was featured in the IISE Magazine this month.

The paper discusses a decision problem involving running a simulation.

Due to the practical need to make decisions quickly, simulations may not be run in a long stretch of time to guarantee the reach of its steady state.

To safeguard the quality of decisions, the authors devised a sequential sampling strategy for running the simulation, conducting ranking and selection accordingly, and deciding when the decision is credible enough so that one can stop the simulation.

This article will appear in the July 2021 issue of IISE Transactions (Volume 53, No. 7).
When System Requirements are in conflict you get this ...

Req #1: The Foot Protection System (FPS) shall be comfortable.
Req #2: The Foot Protection Systems (FPS) shall be fashionable.

High-end designer Balenciaga expects the shoes to sell for $850
Looking for something to do this Summer? Why not windsurf with your wing-powered hydrofoil from San Fransisco to Hawaii?

https://www.sfchronicle.com/culture/travel/article/Half-Moon-Bay-surfer-sets-sail-on-2-month-journey-16234111.php ,
INCOSE WMA chapter would like to invite you to join us on June 9, 2021 and indulge in a presentation and conversation with our esteemed presenter Dr. Richard Potember on the topic of “Semantic Threat Analysis for Systems Security Engineering“

Date: Wednesday June 9,2021
Agenda:
1. 6:30 pm - 6:45 pm Chapter Business Meeting
2. 6:45 pm - 7:45 pm Presentation
3. 7:45 pm - 8:00 pm Questions

Registration is FREE, Wed, Jun 9, 2021 at 6:30 PM | Eventbrite - https://www.eventbrite.com/e/june-2021-incose-wma-monthly-meeting-tickets-157727859273
Recommended reading: New book by System Engineering Professor Larrie Ferreiro. - Bridging the Seas: The Rise of Naval Architecture in the Industrial Age, 1800–2000

In the 1800s, shipbuilding moved from sail and wood to steam, iron, and steel.

The competitive pressure to achieve more predictable ocean transportation drove the industrialization of shipbuilding.

In Bridging the Seas, System Engineering historian Larrie Ferreiro describes this transformation of shipbuilding, portraying the rise of a professionalized naval architecture as an integral part of the Industrial Age, and as a forerunner to modern System Engineering.
Congratulations to Dr. Roman Polyak, mathematician extraordinaire, on new book: "Introduction to Continuous Optimization"

Roman developed the Nonlinear Rescaling (NR) theory and methods for constrained optimization. The NR theory overcomes the limitations of classical barrier and distance functions for Nonlinear Programming (NLP).

These methods, in particular, the Modified Barrier Functions method, has been used with great success for solving large scale real life NLP problems including planning radiation therapy ,truss topology design, optimal power flow, and antenna design.
#}