Ilim ha’m ja’miyet Issue 1-1 (2026) · pp. 6-10

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.

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Abstract

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.

biologik optimallashtirishmetaevristikaevolyutsion algoritmxavf mexanizmienergiya modelikonvergensiyaбиологическая оптимизацияметаэвристикаэволюционный алгоритммеханизм риска

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Cite

APA 7 
Abdurazzoqov, 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.
GOST R 7.0.5 
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. С. 6-10.
BibTeX 
@article{j.r.2026,
  author  = {Abdurazzoqov, J.R. and Абдураззоков, Дж.Р. and Abdurazzoqov, J.R.},
  title   = {AN OPTIMIZATION APPROACH BASED ON THE MOUNTAIN GOAT’S ADAPTIVE BALANCE, RISK ASSESSMENT, AND MOVEMENT TRAJECTORIES},
  journal = {Ilim ha’m ja’miyet},
  year    = {2026},
  number  = {1-1},
  pages   = {6-10}
}
RIS 
TY  - JOUR
AU  - Abdurazzoqov, J.R.
AU  - Абдураззоков, Дж.Р.
AU  - Abdurazzoqov, J.R.
TI  - AN OPTIMIZATION APPROACH BASED ON THE MOUNTAIN GOAT’S ADAPTIVE BALANCE, RISK ASSESSMENT, AND MOVEMENT TRAJECTORIES
JO  - Ilim ha’m ja’miyet
PY  - 2026
IS  - 1-1
SP  - 6
EP  - 10
ER  -