Dan Willard
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Dan Edward Willard (September 19, 1948 – January 21, 2023) was an American computer scientist and logician, and a professor of computer science at the
University at Albany The State University of New York at Albany (University at Albany, UAlbany, or SUNY Albany) is a Public university, public research university in Albany, New York, United States. Founded in 1844, it is one of four "university centers" of the St ...
.


Education and career

Willard did his undergraduate studies in mathematics at
Stony Brook University Stony Brook University (SBU), officially the State University of New York at Stony Brook, is a public university, public research university in Stony Brook, New York, United States, on Long Island. Along with the University at Buffalo, it is on ...
, graduating in 1970. He went on to graduate studies in mathematics at
Harvard University Harvard University is a Private university, private Ivy League research university in Cambridge, Massachusetts, United States. Founded in 1636 and named for its first benefactor, the History of the Puritans in North America, Puritan clergyma ...
, earning a master's degree in 1972 and a doctorate in 1978. After leaving Harvard, he worked at
Bell Labs Nokia Bell Labs, commonly referred to as ''Bell Labs'', is an American industrial research and development company owned by Finnish technology company Nokia. With headquarters located in Murray Hill, New Jersey, Murray Hill, New Jersey, the compa ...
for four years before joining the Albany faculty in 1983.Curriculum vitae
, accessed 2013-06-04.


Contributions

Although trained as a mathematician and employed as a computer scientist, Willard's most highly cited publication is in
evolutionary biology Evolutionary biology is the subfield of biology that studies the evolutionary processes such as natural selection, common descent, and speciation that produced the diversity of life on Earth. In the 1930s, the discipline of evolutionary biolo ...
. In 1973, with biologist
Robert Trivers Robert Ludlow "Bob" Trivers (; born February 19, 1943) is an American evolutionary biologist and sociobiologist. Trivers proposed the theories of reciprocal altruism (1971), parental investment (1972), facultative sex ratio determination (197 ...
, Willard published the Trivers–Willard hypothesis, that female mammals could control the
sex ratio A sex ratio is the ratio of males to females in a population. As explained by Fisher's principle, for evolutionary reasons this is typically about 1:1 in species which reproduce sexually. However, many species deviate from an even sex ratio, ei ...
of their offspring, and that it would be evolutionally advantageous for healthier or higher-status females to have more male offspring and for less healthy or lower-status females to have more female offspring.. Controversial at the time, especially because it proposed no mechanism for this control, this theory was later validated through observation, and it has been called "one of the most influential and highly cited papers of 20th century evolutionary biology". Willard's 1978 thesis work on
range searching In computer science, the range searching problem consists of processing a set ''S'' of objects, in order to determine which objects from ''S'' intersect with a query object, called the ''range''. For example, if ''S'' is a set of points correspond ...
data structure In computer science, a data structure is a data organization and storage format that is usually chosen for Efficiency, efficient Data access, access to data. More precisely, a data structure is a collection of data values, the relationships amo ...
s. was one of the predecessors to the technique of fractional cascading, and throughout the 1980s Willard continued to work on related data structure problems. As well as continuing to work on range searching, he did important early work on the order-maintenance problem,. and invented the x-fast trie and y-fast trie, data structures for storing and searching sets of small integers with low memory requirements.. In computer science, Willard is best known for his work with
Michael Fredman Michael Lawrence Fredman is an emeritus professor at the Computer Science Department at Rutgers University, United States. He earned his Ph.D. from Stanford University in 1972 under the supervision of Donald Knuth. He was a member of the mathemat ...
in the early 1990s on integer sorting and related data structures. Before their research, it had long been known that
comparison sort A comparison sort is a type of sorting algorithm that only reads the list elements through a single abstract comparison operation (often a "less than or equal to" operator or a three-way comparison) that determines which of two elements should oc ...
ing required time \Theta(n\log n) to sort a set of n items, but that faster algorithms were possible if the keys by which the items were sorted could be assumed to be integers of moderate size. For instance, sorting keys in the range from 1 to N could be accomplished in time O(n(1+\tfrac)) by radix sorting. However, it was assumed that integer sorting algorithms would necessarily have a time bound depending on N, and would necessarily be slower than comparison sorting for sufficiently large values of N. In research originally announced in 1990, Fredman and Willard changed these assumptions by introducing the transdichotomous model of computation. In this model, they showed that integer sorting could be done in time O(n\tfrac) by an algorithm using their
fusion tree In computer science, a fusion tree is a type of tree data structure that implements an associative array on -bit integers on a finite universe, where each of the input integers has size less than 2w and is non-negative. When operating on a collect ...
data structure as a
priority queue In computer science, a priority queue is an abstract data type similar to a regular queue (abstract data type), queue or stack (abstract data type), stack abstract data type. In a priority queue, each element has an associated ''priority'', which ...
.. In a follow-up to this work, Fredman and Willard also showed that similar speedups could be applied to other standard algorithmic problems including
minimum spanning tree A minimum spanning tree (MST) or minimum weight spanning tree is a subset of the edges of a connected, edge-weighted undirected graph that connects all the vertices together, without any cycles and with the minimum possible total edge weight. ...
s and
shortest paths In graph theory, the shortest path problem is the problem of finding a path between two vertices (or nodes) in a graph such that the sum of the weights of its constituent edges is minimized. The problem of finding the shortest path between t ...
.. After 2000, Willard's publications primarily concerned self-verifying theories: systems of logic that have been weakened sufficiently, compared to more commonly studied systems, to prevent
Gödel's incompleteness theorems Gödel's incompleteness theorems are two theorems of mathematical logic that are concerned with the limits of in formal axiomatic theories. These results, published by Kurt Gödel in 1931, are important both in mathematical logic and in the phi ...
from applying to them. Within these systems, it is possible to prove that the systems themselves are logically consistent, without this deduction leading to the self-contradiction that Gödel's theorem implies for stronger systems.. In a preprint summarizing his oeuvre of work in this area, Willard speculated that these logical systems will be of importance in developing
artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
s that can survive the potential extinction of mankind, reason consistently, and recognize their own consistency.


Selected publications


References

{{DEFAULTSORT:Willard, Dan Edward 1948 births 2023 deaths American logicians Mathematical logicians American theoretical computer scientists Stony Brook University alumni University at Albany, SUNY faculty Harvard Graduate School of Arts and Sciences alumni