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Harmony Search×Diferenciálna evolúcia×
OdborOptimalizáciaOptimalizácia
RodinaProcess / pipelineProcess / pipeline
Rok vzniku20011997
TvorcaZong Woo Geem, Joong Hoon Kim, G. V. LoganathanRainer Storn & Kenneth Price
TypMetaheuristic population-based optimizationPopulation-based stochastic metaheuristic
Pôvodný zdrojGeem, Z. W., Kim, J. H., & Loganathan, G. V. (2001). A New Heuristic Optimization Algorithm: Harmony Search. Simulation, 76(2), 60–68. DOI ↗Storn, R. & Price, K. (1997). Differential Evolution – A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces. Journal of Global Optimization, 11(4), 341–359. DOI ↗
Ďalšie názvyHS algorithm, Harmoni Araması (Harmony Search), music-inspired optimizationDE algorithm, Diferansiyel Evrim (DE), DE optimization
Príbuzné55
ZhrnutieHarmony Search (HS) is a population-based metaheuristic optimization algorithm introduced by Geem, Kim, and Loganathan in 2001. It mimics the improvisation process of jazz musicians seeking a perfect state of harmony, using three operators — memory consideration, pitch adjustment, and random selection — to generate candidate solutions. The algorithm applies to both continuous and discrete variables and has found wide use in engineering design, water distribution network optimization, and combinatorial problems.Differential Evolution (DE), introduced by Rainer Storn and Kenneth Price in 1997, is a population-based stochastic optimisation algorithm designed for continuous parameter spaces. It generates candidate solutions by combining vector differences between existing population members, making it a powerful and parameter-lean alternative to Genetic Algorithms and Particle Swarm Optimisation when the search landscape is non-convex, multimodal, or poorly suited to gradient-based methods.
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ScholarGatePorovnať metódy: Harmony Search · Differential Evolution. Získané 2026-06-17 z https://scholargate.app/sk/compare