Glossary entry
Optimization
अनुकूलन
Definition (English)
Finding the best solution among many options according to some objective.
अर्थ (नेपालीमा)
कुनै उद्देश्यअनुसार धेरै विकल्पमध्ये उत्तम समाधान खोज्ने काम।
Related terms
Other terms related to Optimization.
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Search Algorithm
खोज एल्गोरिदम
A method for exploring possible options to find a solution, such as a path or best move.
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Bayesian Optimization
बेजियन अनुकूलन
An efficient method for tuning hyperparameters by modeling which settings work best.
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Generative Design
जेनेरेटिभ डिजाइन
Using AI to explore many design options from goals and constraints.
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Multi-Armed Bandit
मल्टी-आर्म्ड ब्यान्डिट
A problem of choosing among options with uncertain rewards to maximize total gain.
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Support Vector Machine (SVM)
सपोर्ट भेक्टर मेसिन
An algorithm that separates data into classes by finding the best dividing boundary.
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A* Search
ए-स्टार खोज
A pathfinding algorithm that combines actual cost and an estimate to find the best route.
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Artificial General Intelligence (AGI)
कृत्रिम सामान्य बुद्धिमत्ता
A hypothetical AI that can understand and perform any intellectual task a human can, across many domains.
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Bagging
ब्यागिङ
Training many models on random data subsets and averaging them to reduce variance.