Multi-criterion Decision Making in Distrbiuted Systems by Quantum Evolutionary Algorithms

摘要

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.