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Beedea's Performance on Knapsack Problem

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Beedea's Performance on Knapsack Problem Hédia Zardi
Libristo kod: 07165112
Nakladnici Omniscriptum, veljača 2018
Most real world problems require the simultaneous optimization of multiple, competing, criteria (or... Cijeli opis
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Most real world problems require the simultaneous optimization of multiple, competing, criteria (or objectives). In this case, the aim of a multiobjective resolution approach is to find a number of solutions known as Paretooptimal solutions. Evolutionary algorithms manipulate a population of solutions and thus are suitable to solve multi-objective optimization problems. In addition parallel evolutionary algorithms aim at reducing the computation time and solving large combinatorial optimization problems. In this work we study the performance of the Balanced Explore Exploit Distributed Evolutionary Algorithm (BEEDEA) [1] on the multi-objective Knapsack problem which is a combinatorial optimization problem. BEEDA is implemented after some improvements and tested on the Knapsack problem. Key words: multi-objective optimization, evolutionary algorithms, Knapsack problem, distributed metaheuristics.

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Informacije o knjizi

Puni naziv Beedea's Performance on Knapsack Problem
Autor Hédia Zardi
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2018
Broj stranica 76
EAN 9786131576164
ISBN 6131576165
Libristo kod 07165112
Nakladnici Omniscriptum
Težina 122
Dimenzije 152 x 229 x 5

Kategorija

Biography, Literature & Literary studies > Literature: history & criticism > Literary studies: general
Computing & Information Technology > Information technology: general issues
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