Akwụkwọ / Akụkọ ihe mere eme

Akụkọ ihe mere eme: The Thesis (2026)

Mmemme mkpụrụ ndụ ihe nketa na atụmatụ oge baseball. Nsogbu na njikarịcha. Computer Engineering Thesis, ITAM. Onye ndụmọdụ: Dr. Andrés Gómez de Silva Garza. Akwadoro na July 23, 2026.

Nsogbu ahụ

MLB na-ahazi egwuregwu 2,430 maka ndị otu 30 n'ihe dị ka ụbọchị 180. Ndị otu ọ bụla na-eme njem n'etiti obodo, ebe dị anya dịgasị iche site na otu gaa na otu. Na 2016, Seattle gara 76,683 km, na Chicago Cubs gara 39,015 km.

Ịchọta usoro ihe omume nwere ngụkọta kachasị ala ka a maara dị ka Nsogbu Njem Egwuregwu (PTT). Ọ bụ nsogbu NP siri ike: ọnụ ọgụgụ nke usoro ihe omume na-eto ngwa ngwa nke na ị nweghị ike ịlele ha niile.

Usoro

Mmemme mkpụrụ ndụ ihe nketa (PG), nke John Koza tụrụ aro na 1992, na-eṅomi evolushọn. Ọ na-emepụta ọtụtụ ngwọta, na-ewere ndị kachasị mma, ma na-agwakọta ma na-agbanwe ha iji mepụta ọgbọ ọhụrụ.

Nnọchiteanya: Kalenda ọ bụla bụ osisi. Ọnụ ya bụ arụmọrụ dịka crear_juego (ụbọchị, otu ụlọ, otu ndị ọzọ) na obtener_calendario, nke na-esonye na ndepụta abụọ nke egwuregwu.
Viability (C1): Ndị otu ọ bụla ga-egwu kpọmkwem ọnụ ọgụgụ egwuregwu nke asọmpi ahụ chọrọ. Uru nke 0 pụtara na usoro ihe omume ahụ dị irè.
Anya (C2): ngụkọta nke nnyefe, gbakọọ na usoro haversine na nhazi nke ámá egwuregwu ọ bụla.
Ngwanrọ: modulu atọ (onye na-eme atụmatụ, mgbako na usoro mkpụrụ ndụ ihe nketa) na ọbá akwụkwọ DEAP, dị iche na ngwa weebụ na Django.

Ihe si na ya pụta

Gbalịa ìgwè 30, egwuregwu 163 kwa otu, usoro egwuregwu 5, na ọgbọ 20.

Ntụnyere nke Random Search na Genetic Programming
Usoro	Nnwale. Ịgafe	Nnwale. Mgbanwe	Ike (C1)	Ebe dị anya (C2)	Oge
Random search	0.0	0.0	0 (dị irè)	2,663,470.70 km Ebe dị mkpirikpi	200.25 s
Mmemme mkpụrụ ndụ ihe nketa	0.8	0.2	0 (dị irè)	3,182,738.33 km	3,337.81 s

Isi ihe nchọpụta

Mmemme mkpụrụ ndụ ihe nketa anaghị eme ka ọchụchọ na-enweghị usoro. Ọ na-enye 19.5% dị anya ma were ihe fọrọ nke nta ka ọ bụrụ ugboro 17 ogologo. Kalenda kachasị mma na-abịa mgbe niile site na ọgbọ mbụ, nke bụ random.

The thesis chọpụtara ihe ndị a na-akpata:

Ndị na-arụ ọrụ na-agbanwe agbanwe na-agbanwe ọnụ na-amaghị nsogbu ahụ. Ihe fọrọ nke nta ka ọ bụrụ mgbe niile na-emepụta kalenda na-ezighi ezi.
Ọrụ mgbatị ahụ na-enye ibu dị ukwuu na viability karịa ịdị anya. Nwatakịrị na-arịa ọrịa na-efunahụ nne na nna ya mgbe niile.
N'oge na-adịghị anya, algọridim ahụ gbakọtara na mpaghara kachasị mma ma jigide naanị ngwọta mbụ.

Nsonaazụ na-adịghị mma bụkwa nsonaazụ. Ọ na-egosi na nnọchite anya na ndị ọrụ dị mkpa dị ka algọridim.

Ọrụ n'ọdịnihu

The thesis na-atụ aro contextual ọrụ: kama na-agbanwe ọnụ randomly, swap dum usoro ma ọ bụ nkanka na-eme ka kalenda irè. O kwukwara kwantum mgbakọ iji nyochaa ọtụtụ configurations n'otu oge.

Lee ihe e mere mgbe emechara usoro ahụ.

Usoro iheomume

Mee 2026 · Pre-official version of the thesis document.
Julaị 23, 2026 · Nchebe na Mexico City. Thesis kwadoro.

Ihe onwunwe na nkwupụta

Isiokwu na-esonụAkụkọ Egwuregwu Ihe nkiri Nke ka ewuewu Akụkọ Egwuregwu Ihe nkiri Nke ka ewuewu Akụkọ (PDF, 4.8 MB, asụsụ: Spanish)
Ngosipụta nke nchebe (PDF, 2.9 MB, asụsụ: Spanish)

Ntinye aka na usoro APA:

Brenes Valencia, L. P. (2026). Programación genética en la planificación de temporadas de béisbol (Tesis de Ingeniería en Computación). Instituto Tecnológico Autónomo de México (ITAM), Ciudad de México, México.