20.500.12556/DKUM-62414 IZBRANI KONCEPTI PROGRAMSKEGA JEZIKA CLOJURE IN NJIHOVA UPORABA PRI SIMBOLIČNI REGRESIJI SELECTED CONCEPTS OF CLOJURE PROGRAMMING LANGUAGE AND THEIR USE FOR SYMBOLIC REGRESSION Diplomsko delo opisuje programski jezik clojure, njegove značilnosti, povezlijvost z javo in koncepte. Okvirno je opisana sintaksa ter osnovni gradniki programskega jezika, kot so osnovni tipi, izrazi, posebne izrazne oblike in podatkovne strukture. Več poudarka je na izbranih konceptih, ki so značilni za funkcijsko programiranje in še posebej clojure: makroji, funkcije višjega reda, redukcije, transducerji, kanali, programski transakcijski pomnilnik in obstojne podatkovne strukture. Predstavljeno je tudi genetsko programiranje s poudarkom na simbolični regresiji. V praktičnem delu sta predstavljeni implementacija algoritma genetskega programiranja in pristop k reševanju simbolične regresije v programskem jeziku clojure, z uporabo prej opisanih konceptov. This diploma thesis describes programming language Clojure, its characteristics, interoperability with programming language Java, and concepts. It roughly describes syntax and basic building blocks of programming language, such as data types, forms, special forms, and data structures. In more detail are described selected concepts, specific for functional languages and programming language Clojure in particular: macros, higher order functions, reducers, transducers, channels, software transactional memory, and persistent data structures. We also describe genetic programming with emphasis on symbolic regression. In practical work usage of selected concepts in implementation of genetic programming algorithm and symbolic regression in programming language Clojure is presented. clojure funkcijsko programiranje simbolična regresija genetsko programiranje clojure functional programming simbolic regression genetic programming true true false B. Horvat Slovenski jezik Angleški jezik Diplomsko delo 2016-08-26 12:03:54 2016-09-27 09:22:10 2022-06-29 03:08:17 2019-07-11 12:54:43 2016 0 [Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.046:004.43(043.2) 20122134 URN:SI:UM:DK:9LW4XJ38 UN_Horvat_Bojan_2016.pdf UN_Horvat_Bojan_2016.pdf 1 430209FD28E4E7DCF88D7F38C1D999F9 9b0939e5c454e1bee2f476229377b66628f28b37fec73b18393e3bf16e081f96 2553fdd4-7c0d-11eb-bb7a-00155d0001ca https://dk.um.si/Dokument.php?lang=slv&id=100344 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0