Jillian Beardwood
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Jillian Beardwood (20 December 1934 – 28 October 2019) was a British mathematician known for the Beardwood–Halton–Hammersley Theorem. Published by the 
Cambridge Philosophical Society The Cambridge Philosophical Society (CPS) is a scientific society at the University of Cambridge. It was founded in 1819. The name derives from the medieval use of the word philosophy to denote any research undertaken outside the fields of law ...
 in a 1959 article entitled "The Shortest Path Through Many Points", the
theorem In mathematics and formal logic, a theorem is a statement (logic), statement that has been Mathematical proof, proven, or can be proven. The ''proof'' of a theorem is a logical argument that uses the inference rules of a deductive system to esta ...
provides a practical solution to the "
travelling salesman problem In the Computational complexity theory, theory of computational complexity, the travelling salesman problem (TSP) asks the following question: "Given a list of cities and the distances between each pair of cities, what is the shortest possible ...
". The authors derived an asymptotic formula to determine the length of the shortest route for a salesman who starts at a home or office and visits a fixed number of locations before returning to the start.


Early life

Beardwood was born in 
Norwich Norwich () is a cathedral city and district of the county of Norfolk, England, of which it is the county town. It lies by the River Wensum, about north-east of London, north of Ipswich and east of Peterborough. The population of the Norwich ...
, England in 1934. After attending  The Blyth School for Girls, she studied mathematics at  St. Hugh's College, Oxford, earning
first-class honours The British undergraduate degree classification system is a grading structure used for undergraduate degrees or bachelor's degrees and integrated master's degrees in the United Kingdom. The system has been applied, sometimes with significant var ...
and a
master's degree A master's degree (from Latin ) is a postgraduate academic degree awarded by universities or colleges upon completion of a course of study demonstrating mastery or a high-order overview of a specific field of study or area of professional prac ...
in 1956.


Mathematics career

After university, Beardwood accepted a position at the newly formed 
United Kingdom Atomic Energy Authority The United Kingdom Atomic Energy Authority is a UK government research organisation responsible for the development of fusion energy. It is an executive non-departmental public body of the Department for Energy Security and Net Zero (DESNZ). T ...
(UKAEA), where she was one of four postgraduate students selected to study with 
John Hammersley John Michael Hammersley, (21 March 1920 – 2 May 2004) was a British mathematician best known for his foundational work in the theory of self-avoiding walks and percolation theory. Early life and education Hammersley was born in Helensburgh i ...
, a professor at 
Trinity College, Oxford Trinity College (full name: The College of the Holy and Undivided Trinity in the University of Oxford, of the foundation of Sir Thomas Pope (Knight)) is a Colleges of the University of Oxford, constituent college of the University of Oxford in E ...
. In that position, Beardwood gained access to the  Ferranti Mercury computer at the UKAEA's research facility at  Harwell, as well as to the 
ILLIAC II The ILLIAC II was a revolutionary super-computer built by the University of Illinois Urbana–Champaign, University of Illinois that became operational in 1962. Description The concept, proposed in 1958, pioneered Emitter-coupled logic (ECL) ...
computer at the 
University of Illinois The University of Illinois Urbana-Champaign (UIUC, U of I, Illinois, or University of Illinois) is a public university, public land-grant university, land-grant research university in the Champaign–Urbana metropolitan area, Illinois, United ...
. She was later promoted to Senior Scientific Officer at the UKAEA, where she specialized in 
Monte Carlo method Monte Carlo methods, or Monte Carlo experiments, are a broad class of computational algorithms that rely on repeated random sampling to obtain numerical results. The underlying concept is to use randomness to solve problems that might be ...
s and algorithms for modeling complex geometrical situations.


The Beardwood-Halton-Hammersley Theorem

The problem of determining the shortest closed path through a given set of n points is often called the "travelling salesman problem". A salesman, starting at and finally returning to his base, visits (n-1) other towns by the shortest possible route. If it is large, it may be prohibitively difficult to calculate the total mileages for each of the (n-1)! orders in which the towns may be visited, and to choose the smallest total. As a practical substitute for an exact formula to determine the length of the shortest path, the Beardwood-Halton-Hammersley Theorem derived a simple asymptotic formula for the shortest length when n is large. The travelling salesman problem can involve either fixed or random points distributed over a certain region. The Theorem established that the shortest length between random points is asymptotically equal to a non-random function of n. For large n the distinction between the random and the non-random versions of the problem effectively vanishes. David L. Applegate described this in 2011 as a "famous result", and said "The remarkable theorem of Beardwood-Halton-Hammersley has received considerable attention in the research community, "with demonstrated uses in
probability theory Probability theory or probability calculus is the branch of mathematics concerned with probability. Although there are several different probability interpretations, probability theory treats the concept in a rigorous mathematical manner by expre ...
, physics,
operations research Operations research () (U.S. Air Force Specialty Code: Operations Analysis), often shortened to the initialism OR, is a branch of applied mathematics that deals with the development and application of analytical methods to improve management and ...
and
computer science Computer science is the study of computation, information, and automation. Computer science spans Theoretical computer science, theoretical disciplines (such as algorithms, theory of computation, and information theory) to Applied science, ...
.


Later career

After leaving the UKAEA in 1968, Beardwood worked in transport modeling for the UK government's  Road Research Laboratory. In 1973, she joined the staff of the
Greater London Council The Greater London Council (GLC) was the top-tier local government administrative body for Greater London from 1965 to 1986. It replaced the earlier London County Council (LCC) which had covered a much smaller area. The GLC was dissolved in 198 ...
(GLC) where she directed the transport studies group until the GLC was dissolved in 1987. Her team helped to plan the  M25 orbital motorway around London and early
congestion pricing Congestion pricing or congestion charges is a system of surcharging users of public goods that are subject to congestion through excess demand, such as through higher peak charges for use of bus services, electricity, metros, railways, tel ...
systems.  One of Beardwood's most cited studies for the GLC, "Roads Generate Traffic", found that highway construction encourages people to drive and leads to increased congestion. "All that increases in road capacity do is allow people to abandon public transport in favour of the car". Beardwood's research accurately predicted that the M25 would quickly exceed its maximum capacity. It has been cited in support of policies encouraging the use of bicycles and other alternatives to cars. Similarly, her later work included a study which predicted that the proposed East London River Crossing would quickly become congested if there were no significant routes available to provide relief. After the GLC's dissolution, Beardwood was employed in (and was a retained consultant to) the private sector, including for the transport planning consultancy MVA, Marcial Echenique and Partners Ltd and WSP Group. She also worked in academic posts, as a senior research fellow at the
London School of Economics The London School of Economics and Political Science (LSE), established in 1895, is a public research university in London, England, and a member institution of the University of London. The school specialises in the social sciences. Founded ...
and as a lecturer in transport planning at the Polytechnic of Central London (1989–90).


Publications

* Beardwood, J.; Halton, J.H.; Hammersley, J.M. (1959), "The Shortest Path Through Many Points", Mathematical Proceedings of the Cambridge Philosophical Society * Beardwood, J, "The Space-averaging of Deterrent Functions for Use in Gravity Model Distribution Calculations," Transport and Road Research Laboratory Report, Vol. 462, 1972 * Williams I.N. and Beardwood J.E. (1993). A residual disutility based approach to incremental transport models. Proceedings of Seminar D, Planning and Transport Research and Computation, Summer Annual Meeting, 1993. PTRC Education and Research Services Ltd, London, pp. 11–22. * J.E. Beardwood, "The evaluation of benefits in constrained and congested situations," Traffic Engineering & Control, Vol. 31, No. 4, April 1990. * Jillian E. Beardwood, "Subsample and Jackknife: A general technique for estimation of sampling errors, with applications and examples in the field of transport planning," Transportation Research Part A, Vol 24A, No 3, pp. 211–15, May 1990 * J. Beardwood and J. Elliott, "Roads Generate Traffic," Planning and Transport Research and Computation (International) Co. Meeting, Summer Annual Meeting, University of Sussex, England, from 15 to 18 July 1985 * J. Beardwood, H. Kirby, "Zone definition and the gravity model: The separability, excludability and compressibility properties," Transportation Research, Vol. 9, No. 6 (1975), pp. 363–69.


References

{{DEFAULTSORT:Beardwood, Jillian 1934 births 2019 deaths Alumni of St Hugh's College, Oxford 20th-century English mathematicians 21st-century English mathematicians