Tichifunga nezvemashoko aya anotaura nezvekuburuka mumugwagwa, chii chinonzi kuburuka mumugwagwa, uye ndiani akazvigadzira?
Context:Mumasvomhu, gradient descent (inowanzonziwo steepest descent) inonzi first-order iterative optimization algorithm yekutsvaga yakaderera yemuno yebasa rinosiyaniswa. Pfungwa yacho ndeyokutora matanho akadzokororwa mumugwagwa unopesana negradient (kana gradient inenge) yebasa panzvimbo ino, nokuti iyi ndiyo nzira yekudzika kwakanyanya. Zvakare, kufamba munzira yegradient kuchatungamirira kumuganhu mukuru webasa iroro; muitiro unozivikanwa ipapo sokukwira kwegradient.  Nzira yokuderedza nayo mwero inowanzonzi yakaitwa naAugustin-Louis Cauchy, uyo akatanga kutaura nezvayo muna 1847. Jacques Hadamard akazvimiririra akakarakadza nzira yakafanana muna 1907. Kubatana kwaro kwezvinetso zvisiri zvomutsetse kwakatanga kuongororwa naHaskell Curry muna 1944, uye nzira yacho yakatanga kunyatsoongororwa uye kushandiswa mumakumi emakore anotevera.
Mumasvomhu, gradient descent (inowanzonziwo steepest descent) inonzi first-order iterative optimization algorithm yekutsvaga yakaderera yemuno yebasa rinosiyaniswa. Nzira yokuderedza nayo mwero inowanzonzi yakaitwa naAugustin-Louis Cauchy, uyo akatanga kutaura nezvayo muna 1847