Program Synthesis

Sumit Gulwani (Author) Oleksandr Polozov (Author)
& 1 more
Available

Description

Program synthesis is the task of automatically finding a program in the underlying programming language that satisfies the user intent expressed in the form of some specification. Since the inception of artificial intelligence in the 1950s, this problem has been considered the holy grail of Computer Science. Despite inherent challenges in the problem such as ambiguity of user intent and a typically enormous search space of programs, the field of program synthesis has developed many different techniques that enable program synthesis in different real-life application domains. It is now used successfully in software engineering, biological discovery, compute-raided education, end-user programming, and data cleaning. In the last decade, several applications of synthesis in the field of programming by examples have been deployed in mass-market industrial products. This monograph is a general overview of the state-of-the-art approaches to program synthesis, its applications, and subfields. It discusses the general principles common to all modern synthesis approaches such as syntactic bias, oracle-guided inductive search, and optimization techniques. We then present a literature review covering the four most common state-of-the-art techniques in program synthesis: enumerative search, constraint solving, stochastic search, and deduction-based programming by examples. It concludes with a brief list of future horizons for the field.

Product Details

Price
$108.00
Publisher
Now Publishers
Publish Date
July 11, 2017
Pages
138
Dimensions
6.14 X 0.3 X 9.21 inches | 0.45 pounds
Language
English
Type
Paperback
EAN/UPC
9781680832921

Earn by promoting books

Earn money by sharing your favorite books through our Affiliate program.

Become an affiliate