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Pregled bibliografske jedinice broj: 274886

Comparison of Heuristic Algorithms in Functions Optimization and Knapsack Problem


Martinjak, Ivica; Golub, Marin
Comparison of Heuristic Algorithms in Functions Optimization and Knapsack Problem // Proceedings of the 17th International Conference on Information and Intelligent Systems / Aurer, Boris (ur.).
Varaždin: Faculty of Organization and Informatics Varaždin, 2006. str. 413-418 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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Naslov
Comparison of Heuristic Algorithms in Functions Optimization and Knapsack Problem

Autori
Martinjak, Ivica ; Golub, Marin

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

Izvornik
Proceedings of the 17th International Conference on Information and Intelligent Systems / Aurer, Boris - Varaždin : Faculty of Organization and Informatics Varaždin, 2006, 413-418

Skup
17th International Conference on Information and Intelligent Systems

Mjesto i datum
Varaždin, Hrvatska, 20-22.09.2006

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Heuristic Algorithms; Genetic Algorithm; Hill Climbing; Simulated Annealing; Tabu Search; Knapsack Problem

Sažetak
This paper addresses the comparison of heuristic algorithms in the case of real functions optimization and knapsack problem. Metaheuristics for algorithms hill climbing, simulated annealing, tabu search and genetic algorithm are shown, test results are presented and conclusions are drawn. Input parameters for optimization functions problem are optimised on a sample of functions. Also, algorithms' efficiencies are compared and their achievement for large dimension of problems is measured.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekti:
0036051

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Citiraj ovu publikaciju

Martinjak, Ivica; Golub, Marin
Comparison of Heuristic Algorithms in Functions Optimization and Knapsack Problem // Proceedings of the 17th International Conference on Information and Intelligent Systems / Aurer, Boris (ur.).
Varaždin: Faculty of Organization and Informatics Varaždin, 2006. str. 413-418 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Martinjak, I. & Golub, M. (2006) Comparison of Heuristic Algorithms in Functions Optimization and Knapsack Problem. U: Aurer, B. (ur.)Proceedings of the 17th International Conference on Information and Intelligent Systems.
@article{article, editor = {Aurer, B.}, year = {2006}, pages = {413-418}, keywords = {Heuristic Algorithms, Genetic Algorithm, Hill Climbing, Simulated Annealing, Tabu Search, Knapsack Problem}, title = {Comparison of Heuristic Algorithms in Functions Optimization and Knapsack Problem}, keyword = {Heuristic Algorithms, Genetic Algorithm, Hill Climbing, Simulated Annealing, Tabu Search, Knapsack Problem}, publisher = {Faculty of Organization and Informatics Vara\v{z}din}, publisherplace = {Vara\v{z}din, Hrvatska} }
@article{article, editor = {Aurer, B.}, year = {2006}, pages = {413-418}, keywords = {Heuristic Algorithms, Genetic Algorithm, Hill Climbing, Simulated Annealing, Tabu Search, Knapsack Problem}, title = {Comparison of Heuristic Algorithms in Functions Optimization and Knapsack Problem}, keyword = {Heuristic Algorithms, Genetic Algorithm, Hill Climbing, Simulated Annealing, Tabu Search, Knapsack Problem}, publisher = {Faculty of Organization and Informatics Vara\v{z}din}, publisherplace = {Vara\v{z}din, Hrvatska} }




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