Margaret Hamilton (software Engineer)
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Margaret Elaine Hamilton (; born August 17, 1936) is an American
computer scientist A computer scientist is a person who is trained in the academic study of computer science. Computer scientists typically work on the theoretical side of computation, as opposed to the hardware side on which computer engineers mainly focus (al ...
,
systems engineer Systems engineering is an interdisciplinary field of engineering and engineering management that focuses on how to design, integrate, and manage complex systems over their life cycles. At its core, systems engineering utilizes systems thinking p ...
, and business owner. She was director of the Software Engineering Division of the MIT Instrumentation Laboratory, which developed on-board flight software for NASA's Apollo program. She later founded two software companies—Higher Order Software in 1976 and Hamilton Technologies in 1986, both in Cambridge, Massachusetts. Hamilton has published more than 130 papers, proceedings, and reports, about sixty projects, and six major programs. She invented the term " software engineering", stating "I began to use the term ‘software engineering’ to distinguish it from hardware and other kinds of engineering, yet treat each type of engineering as part of the overall systems engineering process." On November 22, 2016, Hamilton received the Presidential Medal of Freedom from president Barack Obama for her work leading to the development of on-board flight software for NASA's Apollo Moon missions.


Early life and education

Margaret Elaine Heafield was born August 17, 1936, in
Paoli, Indiana Paoli ( ) is a town within Paoli Township and the county seat of Orange County, in the U.S. state of Indiana. The population was 3,677 at the 2010 census. History Paoli was laid out and platted in 1816. It was named for Pasquale Paoli Ash, the s ...
, to Kenneth Heafield and Ruth Esther Heafield (). The family later moved to Michigan, where Margaret graduated from Hancock High School in 1954. She studied mathematics at the University of Michigan in 1955 before transferring to Earlham College, where her mother had been a student; she earned a BA in mathematics with a minor in philosophy in 1958. She cites Florence Long, the head of the math department at Earlham, as helping with her desire to pursue abstract mathematics and become a mathematics professor. She says her poet father and headmaster grandfather inspired her to include a minor in philosophy in her studies.


Career

In Boston, Hamilton initially intended to enroll in graduate study in
abstract mathematics Pure mathematics is the study of mathematical concepts independently of any application outside mathematics. These concepts may originate in real-world concerns, and the results obtained may later turn out to be useful for practical applications, ...
at Brandeis University. However, in mid-1959, Hamilton began working for
Edward Norton Lorenz Edward Norton Lorenz (May 23, 1917 – April 16, 2008) was an American mathematician and meteorologist who established the theoretical basis of weather and climate predictability, as well as the basis for computer-aided atmospheric physics and me ...
, in the meteorology department at MIT. She developed software for predicting weather, programming on the LGP-30 and the PDP-1 computers at Marvin Minsky's Project MAC. Her work contributed to Lorenz's publications on
chaos theory Chaos theory is an interdisciplinary area of scientific study and branch of mathematics focused on underlying patterns and deterministic laws of dynamical systems that are highly sensitive to initial conditions, and were once thought to have co ...
. At the time, computer science and software engineering were not yet established disciplines; instead, programmers learned on the job with hands-on experience. She moved on to another project in the summer of 1961, and hired and trained
Ellen Fetter Ellen Cole Fetter Gille is an American computer scientist. She worked with Edward Norton Lorenz on chaos theory. Early life and education Fetter was born to Frank Whitson Fetter and Elizabeth Garrett Pollard. Her mother created an endowment ...
as her replacement.


SAGE Project

From 1961 to 1963, Hamilton worked on the Semi-Automatic Ground Environment (SAGE) Project at the MIT Lincoln Lab, where she was one of the programmers who wrote software for the prototype AN/FSQ-7 computer (the XD-1), used by the U.S. Air Force to search for possibly unfriendly aircraft. She also wrote software for a satellite tracking project at the Air Force Cambridge Research Laboratories. The SAGE Project was an extension of Project Whirlwind, started by MIT to create a computer system that could predict weather systems and track their movements using simulators. SAGE was soon developed for military use in anti-aircraft air defense. Hamilton said: It was her efforts on this project that made her a candidate for the position at NASA as the lead developer for Apollo flight software.


MIT Instrumentation Laboratory and the Apollo Guidance Computer

Hamilton then joined the MIT Instrumentation Laboratory, which developed the
Apollo Guidance Computer The Apollo Guidance Computer (AGC) was a digital computer produced for the Apollo program that was installed on board each Apollo command module (CM) and Apollo Lunar Module (LM). The AGC provided computation and electronic interfaces for guidan ...
for the Apollo lunar exploration program. Hamilton was the first programmer hired for the Apollo project and in 1965 became Director of the Software Engineering Division. She was responsible for the team writing and testing all on board in flight software for the Apollo spacecraft's Command and
Lunar Module The Apollo Lunar Module (LM ), originally designated the Lunar Excursion Module (LEM), was the lunar lander spacecraft that was flown between lunar orbit and the Moon's surface during the United States' Apollo program. It was the first crewed ...
and for the subsequent Skylab space station. Another part of her team designed and developed the systems software. This included error detection and recovery software such as restarts and the Display Interface Routines (also known as the Priority Displays), which Hamilton designed and developed. She worked to gain hands-on experience during a time when computer science courses were uncommon and software engineering courses did not exist. Her areas of expertise include: systems design and
software development Software development is the process of conceiving, specifying, designing, programming, documenting, testing, and bug fixing involved in creating and maintaining applications, frameworks, or other software components. Software development invol ...
, enterprise and process modeling, development paradigm, formal systems modeling languages, system-oriented objects for systems modeling and development, automated life-cycle environments, methods for maximizing
software reliability Reliability engineering is a sub-discipline of systems engineering that emphasizes the ability of equipment to function without failure. Reliability describes the ability of a system or component to function under stated conditions for a specifi ...
and
reuse Reuse is the action or practice of using an item, whether for its original purpose (conventional reuse) or to fulfill a different function ( creative reuse or repurposing). It should be distinguished from recycling, which is the breaking down of u ...
, domain analysis, correctness by built-in language properties, open-architecture techniques for robust systems, full life-cycle automation,
quality assurance Quality assurance (QA) is the term used in both manufacturing and service industries to describe the systematic efforts taken to ensure that the product(s) delivered to customer(s) meet with the contractual and other agreed upon performance, design ...
, seamless integration, error detection and recovery techniques, human-machine interface systems, operating systems, end-to-end testing techniques, and life-cycle management techniques. These techniques are intended to make code more reliable because they help programmers identify and fix errors sooner in the development process.


Apollo 11 landing

In one of the critical moments of the Apollo 11 mission, the
Apollo Guidance Computer The Apollo Guidance Computer (AGC) was a digital computer produced for the Apollo program that was installed on board each Apollo command module (CM) and Apollo Lunar Module (LM). The AGC provided computation and electronic interfaces for guidan ...
, together with the on-board flight software, averted an abort of the landing on the Moon. Three minutes before the
lunar lander A lunar lander or Moon lander is a spacecraft designed to land on the surface of the Moon. As of 2021, the Apollo Lunar Module is the only lunar lander to have ever been used in human spaceflight, completing six lunar landings from 1969 to 19 ...
reached the Moon's surface, several computer alarms were triggered. The on-board flight software captured these alarms with the "never supposed to happen displays" interrupting the astronauts with priority alarm displays. Hamilton had prepared for just this situation years before: By some accounts, the astronauts had inadvertently left the rendezvous radar switch on, causing these alarms to be triggered (the claim that the radar was left on inadvertently by the astronauts is disputed by Robert Wills with the National Museum of Computing). The computer was overloaded with interrupts caused by incorrectly phased power supplied to the lander's rendezvous radar. The program alarms indicated "executive overflows", meaning the guidance computer could not complete all of its tasks in real time and had to postpone some of them. The asynchronous executive designed by
J. Halcombe Laning J. Halcombe "Hal" Laning Jr. (February 14, 1920 in Kansas City, Missouri – May 29, 2012) was a Massachusetts Institute of Technology computer pioneer who in 1952 invented an alge ...
was used by Hamilton's team to develop asynchronous flight software: Hamilton's priority alarm displays interrupted the astronauts' normal displays to warn them that there was an emergency "giving the astronauts a
go/no go A go/no go test is a two-step verification process that uses two boundary conditions, or a binary classification. The test is passed only when the ''go'' condition has been met and also the ''no go'' condition has been failed. The test gives no in ...
decision (to land or not to land)". Jack Garman, a NASA computer engineer in mission control, recognized the meaning of the errors that were presented to the astronauts by the priority displays and shouted, "Go, go!" and they continued. Paul Curto, senior technologist who nominated Hamilton for a NASA Space Act Award, called Hamilton's work "the foundation for ultra-reliable software design". Hamilton later wrote of the incident:


Businesses

In 1976, Hamilton co-founded with Saydean Zeldin a company called Higher Order Software (HOS) to further develop ideas about error prevention and fault tolerance emerging from their experience at MIT working on the Apollo program. They created a product called USE.IT, based on the HOS methodology they developed at MIT. It was successfully used in numerous government programs including a project to formalize and implement C-IDEF, an automated version of IDEF, a modeling language developed by the U.S. Air Force in the Integrated Computer-Aided Manufacturing (ICAM) project. In 1980, British-Israeli computer scientist
David Harel David Harel ( he, דוד הראל; born 12 April 1950) is a computer scientist, currently serving as President of the Israel Academy of Sciences and Humanities. He has been on the faculty of the Weizmann Institute of Science in Israel since 1980, ...
published a proposal for a structured programming language derived from HOS from the viewpoint of and/or subgoals. Others have used HOS to formalize the semantics of linguistic quantifiers, and to formalize the design of reliable real-time embedded systems. Hamilton was the CEO of HOS through 1984 and left the company in 1985. In March 1986, she founded Hamilton Technologies, Inc. in Cambridge, Massachusetts. The company was developed around the
Universal Systems Language Universal Systems Language (USL) is a systems modeling language and formal method for the specification and design of software and other complex systems. It was designed by Margaret Hamilton based on her experiences writing flight software for the ...
(USL) and its associated automated environment, the 001 Tool Suite, based on her paradigm of development before the fact for systems design and software development.


Legacy

Hamilton has been credited with naming the discipline of " software engineering". Hamilton details how she came to make up the term "software engineering": When Hamilton started using the term "software engineering" during the early Apollo missions, software development was not taken seriously compared to other engineering, nor was it regarded as a science. Hamilton was concerned with legitimizing software development as an engineering discipline. Over time the term "software engineering" gained the same respect as any other technical discipline. The IEEE Software September/October 2018 issue celebrates the 50th anniversary of software engineering. Hamilton talks about "Errors" and how they influenced her work related to software engineering and how her language, USL, could be used to prevent the majority of "Errors" in a system. Writing in '' Wired'', Robert McMillan noted: "At MIT she assisted in the creation of the core principles in computer programming as she worked with her colleagues in writing code for the world's first portable computer". Hamilton's innovations go beyond the feats of playing an important role in getting humans to the Moon. According to ''Wired''s Karen Tegan Padir: "She, along with that other early programming pioneer,
COBOL COBOL (; an acronym for "common business-oriented language") is a compiled English-like computer programming language designed for business use. It is an imperative, procedural and, since 2002, object-oriented language. COBOL is primarily us ...
inventor Grace Hopper, also deserve tremendous credit for helping to open the door for more women to enter and succeed in STEM fields like software." In 2019, to celebrate 50 years to the Apollo landing, Google decided to make a tribute to Hamilton. The mirrors at the Ivanpah plant were configured to create a picture of Hamilton and the Apollo 11 by moonlight.


Awards

* In 1986, Hamilton received the
Augusta Ada Lovelace Award The Ada Lovelace Award is given in honor of the English mathematician and computer programmer, Ada Lovelace, by the Association for Women in Computing. Founded in 1981, as the ''Service Award'', which was given to Thelma Estrin Thelma Estrin ( ...
by the Association for Women in Computing. * In 2003, she was given the NASA Exceptional Space Act Award for scientific and technical contributions. The award included $37,200, the largest amount awarded to any individual in NASA's history.''Michael Braukus'' NASA New
"NASA Honors Apollo Engineer"
(September 3, 2003)
* In 2009, she received the Outstanding Alumni Award by Earlham College. * In 2016, she received the Presidential Medal of Freedom from Barack Obama, the highest civilian honor in the United States. * On April 28, 2017, she received the Computer History Museum Fellow Award, which honors exceptional men and women whose computing ideas have changed the world. * In 2017, a "Women of NASA"
LEGO Lego ( , ; stylized as LEGO) is a line of plastic construction toys that are manufactured by The Lego Group, a privately held company based in Billund, Denmark. The company's flagship product, Lego, consists of variously colored interlocking ...
set went on sale featuring minifigures of Hamilton,
Mae Jemison Mae Carol Jemison (born October 17, 1956) is an American engineer, physician, and former NASA astronaut. She became the first black woman to travel into space when she served as a mission specialist aboard the Space Shuttle ''Endeavour''. Je ...
,
Sally Ride Sally Kristen Ride (May 26, 1951 – July 23, 2012) was an American astronaut and physicist. Born in Los Angeles, she joined NASA in 1978, and in 1983 became the first American woman and the third woman to fly in space, after cosmonauts V ...
, and Nancy Grace Roman. * In 2018, she was awarded an honorary doctorate degree by the
Polytechnic University of Catalonia The Technical University of Catalonia ( ca, Universitat Politècnica de Catalunya, , es, link=no, Universidad Politécnica de Cataluña; UPC), currently referred to as BarcelonaTech, is the largest engineering university in Catalonia, Spai ...
. * In 2019, she was awarded The Washington Award. * In 2019, she was awarded an honorary doctorate degree by Bard College. * In 2019, she was awarded the Intrepid Lifetime Achievement Award. * In 2022, she was inducted into the National Aviation Hall of Fame in Dayton, Ohio.


Publications

* * *Hamilton, M. (April 1994)
"Inside Development Before the Fact"
(Cover story). Special Editorial Supplement. 8ES-24ES. ''Electronic Design''. * Hamilton, M. (June 1994)
"001: A Full Life Cycle Systems Engineering and Software Development Environment"
(Cover story). Special Editorial Supplement. 22ES-30ES. ''Electronic Design''. * Hamilton, M.; Hackler, W. R. (2004). "Deeply Integrated Guidance Navigation Unit (DI-GNU) Common Software Architecture Principles". (Revised December 29, 2004). DAAAE30-02-D-1020 and DAAB07-98-D-H502/0180, Picatinny Arsenal, NJ, 2003–2004. * Hamilton, M.; Hackler, W. R. (2007).
Universal Systems Language for Preventative Systems Engineering
, ''Proc. 5th Ann. Conf. Systems Eng. Res.'' (CSER), Stevens Institute of Technology, Mar. 2007, paper #36. * * *


Personal life

Hamilton has a sister Kathryn. She met her first husband, James Cox Hamilton, in the mid-1950s while attending college. They were married on June 15, 1958, the summer after she graduated from Earlham. She briefly taught high school mathematics and French at a public school in Boston, Indiana. The couple then moved to Boston, Massachusetts, where they had a daughter, Lauren, born on November 10, 1959. They divorced in 1967 and Margaret married Dan Lickly two years later.


See also

* List of pioneers in computer science


References


Further reading

*


External links

*
Hamilton Technologies, Inc.

MIT News

Margaret Hamilton
Video produced by '' Makers: Women Who Make America''
Margaret Hamilton ’58– Presidential Medal of Freedom Recipient
: Earlham College profile {{DEFAULTSORT:Hamilton, Margaret 1936 births Living people People from Paoli, Indiana American computer scientists American women computer scientists Apollo program Earlham College alumni University of Michigan College of Literature, Science, and the Arts alumni Massachusetts Institute of Technology faculty NASA people Presidential Medal of Freedom recipients MIT Lincoln Laboratory people Computer programmers Software engineers Scientists from Indiana 20th-century American women scientists American women academics 21st-century American women Women rocket scientists