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Deterministička optimizacija rojem čestica×Genetički algoritam×
OblastSimulacijaOptimizacija
PorodicaProcess / pipelineProcess / pipeline
Godina nastanka1995 (PSO); deterministic formulation circa 20021975
TvoracKennedy, J., Eberhart, R. (PSO); deterministic variant formalized in convergence analysis literatureJohn Henry Holland
TipSwarm intelligence metaheuristic — deterministic variantPopulation-based metaheuristic
Temeljni izvorKennedy, J., Eberhart, R. (1995). Particle swarm optimization. Proceedings of ICNN'95 — International Conference on Neural Networks, vol. 4, pp. 1942–1948. IEEE. DOI ↗Holland, J.H. (1975). Adaptation in Natural and Artificial Systems. University of Michigan Press. link ↗
Drugi naziviDPSO, Deterministic PSO, PSO without stochastic components, Fully Deterministic PSOGA, evolutionary algorithm, Genetik Algoritma — Evrimsel Optimizasyon
Srodne65
SažetakDeterministic Particle Swarm Optimization (DPSO) removes the stochastic random coefficients from classical PSO, replacing them with fixed cognitive and social acceleration parameters. Particles move through the search space following fully predictable trajectories, enabling reproducible convergence analysis and guaranteed termination behavior in continuous and combinatorial optimization problems.A genetic algorithm (GA) is a population-based metaheuristic optimization method introduced by John Henry Holland (1975) that mimics the principles of natural selection. It maintains a population of candidate solutions and iteratively improves them through selection, crossover, and mutation operators, making it especially powerful on discontinuous, non-convex, and multi-modal search spaces where classical gradient-based methods fail.
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ScholarGateUporedite metode: Deterministic Particle Swarm Optimization · Genetic Algorithm. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare