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Mitmeotstarbeline järjekorrasimulatsioon×Mitme kriteeriumi optimeerimine×
ValdkondSimulatsioonSimulatsioon
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta1990s–2000s1896 (concept); 1989–2002 (evolutionary algorithms era)
LoojaOperations research community (Banks, Deb, and related authors)Vilfredo Pareto (concept); modern computational formulation by Goldberg and Deb et al.
TüüpSimulation-based multi-objective optimizationOptimization framework
AlgallikasBanks, J., Carson, J. S., Nelson, B. L., & Nicol, D. M. (2010). Discrete-Event System Simulation (5th ed.). Pearson Prentice Hall. ISBN: 9780136062127Deb, K. (2001). Multi-Objective Optimization Using Evolutionary Algorithms. Wiley, Chichester. ISBN: 9780471873396
RööpnimetusedMOQS, Multi-criteria Queueing Simulation, Multi-objective Queue Optimization, Pareto Queueing SimulationMOO, Multi-Criteria Optimization, Vector Optimization, Pareto Optimization
Seotud43
KokkuvõteMulti-objective queueing simulation combines discrete-event queueing models with multi-objective optimization to simultaneously evaluate and optimize conflicting performance metrics — such as average wait time, server utilization, throughput, and service cost — across a simulated queuing system. It produces a Pareto front of non-dominated solutions rather than a single optimal point, enabling decision-makers to understand trade-offs explicitly.Multi-Objective Optimization (MOO) is a mathematical and computational framework for finding solutions that simultaneously optimize two or more conflicting objective functions. Rather than collapsing all goals into a single scalar, MOO produces a set of trade-off solutions — the Pareto front — from which a decision-maker selects according to preference. It is widely used in engineering design, operations research, logistics, economics, and policy analysis.
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ScholarGateVõrdle meetodeid: Multi-objective Queueing Simulation · Multi-Objective Optimization. Loetud 2026-06-15 aadressilt https://scholargate.app/et/compare