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Parallel Robot Scheduling to Minimize Mean Tardiness with Unequal Release Date and Precedence Constraints Using a Hybrid Intelligent System : Pianificazione in parallelo di robot per minimizzare il ritardo con tempi di rilascio diversi e vincoli di precedenza in un sistema intelligente ibrido, in: International Journal of Advanced Robotic Systems

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Author Çakar, Tarık; Köker, Raşit; Sarı, Yavuz
Published  InTech Open Access Publisher, 2012
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Abstract This paper considers the problem of scheduling
a given number of jobs on a specified number of identical
parallel robots with unequal release dates and precedence
constraints in order to minimize mean tardiness. This
problem is strongly NP‐hard. The author proposes a
hybrid intelligent solution system, which uses Genetic
Algorithms and Simulated Annealing (GA+SA). A genetic
algorithm, as is well known, is an efficient tool for the
solution of combinatorial optimization problems.
Solutions for problems of different scales are found using
genetic algorithms, simulated annealing and a Hybrid
Intelligent Solution System (HISS). Computational results
of empirical experiments show that the Hybrid Intelligent
Solution System (HISS) is successful with regards to
solution quality and computational time.
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no fulltext found International Journal of Advanced Robotic Systems
Author: Ottaviano, Erika; Ceccarelli, Marco; Husty, Manfred; Yu, Sung-Hoon; Kim, Yong-Tae; Park, Chang-Woo; Hyun, Chang-Ho; Chen, Xiulong; Feng, Weiming; Sun, Xianyang; Gao, Qing; Grigorescu, Sorin M.; Pozna, Claudiu; Liu, Wanli; Zhankui, Wang; Guo, Meng; Fu, Guoyu; Zhang, Jin; Chen, Wenyuan; Peng, Fengchao; Yang, Pei; Chen, Chunlin; Ding, Rui; Yu, Junzhi; Yang, Qinghai; Tan, Min; Polden, Joseph; Pan, [...]
Published: 2004
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Documents: International Journal of Advanced Robotic Systems
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DMG-Lib FaviconDMG-Lib https://www.dmg-lib.org/dmglib/handler?docum=32789009
Europeana FaviconEuropeana  http://www.europeana.eu/portal/record/2020801/dmglib_handler_docum_32789009.html
PDF FaviconPDF  Parallel Robot Scheduling to Minimize Mean Tardiness with Unequal Release Date and Precedence Constraints Using a Hybrid Intelligent System
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UCAUniv. Cassino  http://webuser.unicas.it/weblarm/larmindex.htm
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Time of publication 2012
License information Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License

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