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Pregled bibliografske jedinice broj: 181018

Solving the Distribution Network Routing Problem with Artificial Immune Systems


Keko, Hrvoje; Skok, Minea; Škrlec, Davor
Solving the Distribution Network Routing Problem with Artificial Immune Systems // MELECON 2004 Proceedings of the 12th IEEE Mediterranean Electrotechnical Conference
Dubrovnik, Hrvatska, 2004. str. 959-963 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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Naslov
Solving the Distribution Network Routing Problem with Artificial Immune Systems

Autori
Keko, Hrvoje ; Skok, Minea ; Škrlec, Davor

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
MELECON 2004 Proceedings of the 12th IEEE Mediterranean Electrotechnical Conference / - , 2004, 959-963

Skup
MELECON 2004 - 12th IEEE Mediterranean Electrotechnical Conference

Mjesto i datum
Dubrovnik, Hrvatska, 12-15.05.2004

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
distribution network; routing problems; artificial immune systems

Sažetak
Successful planning of electrical distribution networks is a complex problem. When solving that problem, it is commonly translated into combinatorial optimization problems, like single and multiple depot vehicle routing problems (MDVRP). Such optimization problems are NP-hard, hence exact solving is practically impossible. Evolutionary algorithms have been successful in solving those problems. Although they are very efficient, expected progress is related to obtaining better stability and lesser dependency on parameters. In this paper, an improvement of genetic algorithm for solving the MDVRP is shown, inspired by artificial immune systems' techniques. Based upon the analogy of MDVRP and spatially closed distribution network planning problem, some practical examples have been used to investigate the performance of the proposed algorithm.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Projekti:
0036046

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Minea Skok (autor)

Avatar Url Hrvoje Keko (autor)

Avatar Url Davor Škrlec (autor)


Citiraj ovu publikaciju:

Keko, Hrvoje; Skok, Minea; Škrlec, Davor
Solving the Distribution Network Routing Problem with Artificial Immune Systems // MELECON 2004 Proceedings of the 12th IEEE Mediterranean Electrotechnical Conference
Dubrovnik, Hrvatska, 2004. str. 959-963 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Keko, H., Skok, M. & Škrlec, D. (2004) Solving the Distribution Network Routing Problem with Artificial Immune Systems. U: MELECON 2004 Proceedings of the 12th IEEE Mediterranean Electrotechnical Conference.
@article{article, year = {2004}, pages = {959-963}, keywords = {distribution network, routing problems, artificial immune systems}, title = {Solving the Distribution Network Routing Problem with Artificial Immune Systems}, keyword = {distribution network, routing problems, artificial immune systems}, publisherplace = {Dubrovnik, Hrvatska} }
@article{article, year = {2004}, pages = {959-963}, keywords = {distribution network, routing problems, artificial immune systems}, title = {Solving the Distribution Network Routing Problem with Artificial Immune Systems}, keyword = {distribution network, routing problems, artificial immune systems}, publisherplace = {Dubrovnik, Hrvatska} }




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