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Multi-criterion decision making in distributed systems by quantum evolutionary algorithms

Abstract

Decision making by the AQMEA (Adaptive Quantum-based Multi-criterion Evolutionary Algorithm) has been considered for distributed computer systems. AQMEA has been extended by a chromosome representation with the registry of the smallest units of quantum information. Evolutionary computing with Q-bit chromosomes has been proofed to characterize by the enhanced population diversity than other representations, since individuals represent a linear superposition of states probabilistically. Moreover, the benchmark multi-criterion problem has been considered due to the distributed system area.

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Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:
Advances in communications, computers, systems, circuits and devices, Puerto De La Cruz, Tenerife, 30.11-02.12.2010 strony 328 - 334
Language:
English
Publication year:
2010
Bibliographic description:
Balicki J., Balicka H., Masiejczyk J., Zacniewski A.: Multi-criterion decision making in distributed systems by quantum evolutionary algorithms// Advances in communications, computers, systems, circuits and devices, Puerto De La Cruz, Tenerife, 30.11-02.12.2010/ ed. eds. V. Mladenov, K. Psarris, N. Mastorakis, A. Cabaliero, G. Vachtsevanos. Puerto De La Cruz: WSEAS Press, 2010, s.328-334
Verified by:
Gdańsk University of Technology

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