An optimization approach based on the mountain goat’s adaptive balance, risk assessment, and movement trajectories

Abdurazzoqov, J.R., Абдураззоков, Дж.Р., Abdurazzoqov, J.R.

Ilim ha’m ja’miyet · 2026-yil

Annotatsiya

A novel bionic optimization algorithm inspired by mountain goats’ natural strategies of risk assessment and energy management is presented. The model employs a dedicated risk-avoidance coefficient and adaptive energy dynamics to balance global exploration with focused local search. The method was evaluated on the Sphere, Rosenbrock, Rastrigin and Ackley functions and compared against PSO and DE. Experimental results demonstrate fast and stable convergence on smooth landscapes and competitive performance on complex multimodal problems. Overall, the approach proves effective and reliable for high-dimensional optimization tasks.

Maqola ma’lumotlari
MualliflarAbdurazzoqov, J.R., Абдураззоков, Дж.Р., Abdurazzoqov, J.R.
JurnalIlim ha’m ja’miyet
NashriyotНукус давлат педагогика институти
ISSN2010-720x, 2181-1555
Nashr sanasi2026-02-16
Son1-1
Betlar6-10
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

biologik optimallashtirish, metaevristika, evolyutsion algoritm, xavf mexanizmi, energiya modeli, konvergensiya, биологическая оптимизация, метаэвристика, эволюционный алгоритм, механизм риска, энергетическая модель, сходимость, biological optimization, metaheuristics, evolutionary algorithm, risk mechanism, energy model, convergence

Ilmiy soha

Texnika

Iqtibos keltirish

APAAbdurazzoqov, J.R., Абдураззоков, Дж.Р., & Abdurazzoqov, J.R. (2026). AN OPTIMIZATION APPROACH BASED ON THE MOUNTAIN GOAT’S ADAPTIVE BALANCE, RISK ASSESSMENT, AND MOVEMENT TRAJECTORIES. Ilim ha’m ja’miyet, (1-1), 6-10. https://journal.ndpi.uz/index/article/view/2026-1-1-002
GOST (OAK)Abdurazzoqov, J.R., Абдураззоков, Дж.Р., Abdurazzoqov, J.R. AN OPTIMIZATION APPROACH BASED ON THE MOUNTAIN GOAT’S ADAPTIVE BALANCE, RISK ASSESSMENT, AND MOVEMENT TRAJECTORIES // Ilim ha’m ja’miyet. – 2026. – № 1-1. – P. 6-10.
MLAAbdurazzoqov, J.R., Абдураззоков, Дж.Р., and Abdurazzoqov, J.R. “AN OPTIMIZATION APPROACH BASED ON THE MOUNTAIN GOAT’S ADAPTIVE BALANCE, RISK ASSESSMENT, AND MOVEMENT TRAJECTORIES.” Ilim ha’m ja’miyet, (1-1), 6-10, 2026. https://journal.ndpi.uz/index/article/view/2026-1-1-002
ChicagoAbdurazzoqov, J.R., Абдураззоков, Дж.Р., and Abdurazzoqov, J.R. “AN OPTIMIZATION APPROACH BASED ON THE MOUNTAIN GOAT’S ADAPTIVE BALANCE, RISK ASSESSMENT, AND MOVEMENT TRAJECTORIES.” Ilim ha’m ja’miyet, (1-1), 6-10 (2026). https://journal.ndpi.uz/index/article/view/2026-1-1-002
HarvardAbdurazzoqov, J.R., Абдураззоков, Дж.Р., and Abdurazzoqov, J.R (2026) ‘AN OPTIMIZATION APPROACH BASED ON THE MOUNTAIN GOAT’S ADAPTIVE BALANCE, RISK ASSESSMENT, AND MOVEMENT TRAJECTORIES’, Ilim ha’m ja’miyet, (1-1), 6-10. https://journal.ndpi.uz/index/article/view/2026-1-1-002
BibTeX
@article{abdurazzoqovjr2026,
  title = {AN OPTIMIZATION APPROACH BASED ON THE MOUNTAIN GOAT’S ADAPTIVE BALANCE, RISK ASSESSMENT, AND MOVEMENT TRAJECTORIES},
  author = {Abdurazzoqov, J.R. and Абдураззоков, Дж.Р. and Abdurazzoqov, J.R.},
  journal = {Ilim ha’m ja’miyet},
  year = {2026},
  number = {1-1},
  pages = {6-10},
  url = {https://journal.ndpi.uz/index/article/view/2026-1-1-002}
}

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