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Resoluci贸n de problemas por b煤squeda

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Resoluci贸n de problemas por b煤squeda

This course is part of 滨苍迟谤辞诲耻肠肠颈贸苍 a la inteligencia artificial Specialization

Instructor: Stalin Mu帽oz Guti茅rrez

5,191 already enrolled

Included with 糖心vlog官网观看 Plus

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5 modules

Gain insight into a topic and learn the fundamentals.

4.5

(23 reviews)

Beginner level

No prior experience required

2 weeks to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

5 modules

Gain insight into a topic and learn the fundamentals.

4.5

(23 reviews)

Beginner level

No prior experience required

2 weeks to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

Skills you'll gain

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

2 assignments鹿

AI Graded see disclaimer

Taught in Spanish

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This course is part of the 滨苍迟谤辞诲耻肠肠颈贸苍 a la inteligencia artificial Specialization

When you enroll in this course, you'll also be enrolled in this Specialization.

Learn new concepts from industry experts
Gain a foundational understanding of a subject or tool
Develop job-relevant skills with hands-on projects
Earn a shareable career certificate

There are 5 modules in this course

El curso trata de resoluci贸n autom谩tica de problemas por medio de algoritmos de b煤squeda.

Aprender谩s a abstraer un problema como un grafo de estados-acciones y a dimensionar su complejidad por medio de la identificaci贸n de par谩metros. Adem谩s, te mostraremos c贸mo analizar el consumo de recursos computacionales de los algoritmos para seleccionar o adaptar el m谩s apropiado al problema. Nos interesa que puedas aplicar los algoritmos a problemas concretos. Te acompa帽aremos en la implementaci贸n de los algoritmos en el lenguaje de programaci贸n Python y te mostraremos algunos ejemplos de su aplicaci贸n a ciertos problemas modelo. Al final podr谩s probar tus algoritmos en un espacio de b煤squeda interesante: el resolver el cubo de Rubik.

Conocer谩s los algoritmos de b煤squeda no informada. Estos algoritmos pueden verse como building blocks para dise帽ar agentes inteligentes que resuelven problemas. Aprender谩s a abstraer los problemas como grafos de estados-acciones y podr谩s tratar la soluci贸n de problemas de manera equivalente a encontrar rutas dentro de este grafo. Te mostraremos c贸mo utilizar el an谩lisis asint贸tico para evaluar el desempe帽o de los algoritmos.

What's included

7 videos1 reading1 assignment

7 videosTotal 33 minutes

Presentaci贸n del curso2 minutes
滨苍迟谤辞诲耻肠肠颈贸苍4 minutes
An谩lisis asint贸tico de algoritmos5 minutes
驴Qu茅 son los algoritmos de b煤squeda ciega?3 minutes
Algoritmo primero en profundidad (DFS)3 minutes
Algoritmo primero en profundidad (DFS) (parte 2)7 minutes
Algoritmo primero en anchura (BFS)6 minutes

1 readingTotal 10 minutes

Bienvenida al curso10 minutes

1 assignmentTotal 40 minutes

Algoritmos de b煤squeda ciega40 minutes

What's included

4 videos1 programming assignment1 ungraded lab

4 videosTotal 47 minutes

An谩lisis asint贸tico de DFS-BFS14 minutes
Algoritmos basados en cotas de profundidad ( DLS, DFBB e ID)15 minutes
Algoritmo bidireccional10 minutes
Algoritmo de costo uniforme (UCS)7 minutes

1 programming assignmentTotal 180 minutes

Algoritmos de b煤squeda ciega180 minutes

1 ungraded labTotal 60 minutes

Algoritmos de b煤squeda ciega60 minutes

Aprender谩s a incorporar conocimiento del dominio del problema para guiar a los algoritmos en direcci贸n a la soluci贸n por medio de funciones heur铆sticas. Entender谩s el efecto que tiene la selecci贸n de la heur铆stica en la optimalidad de las rutas encontradas.

What's included

5 videos1 programming assignment1 ungraded lab

5 videosTotal 27 minutes

驴Qu茅 son los algoritmos de b煤squeda informada?5 minutes
Algoritmo A*4 minutes
Algoritmo A* (parte 2)4 minutes
Algoritmo A* (parte 3)4 minutes
Dise帽o de funciones heur铆sticas8 minutes

1 programming assignmentTotal 180 minutes

Algoritmos de b煤squeda informada180 minutes

1 ungraded labTotal 60 minutes

Algoritmos de b煤squeda informada60 minutes

What's included

4 videos1 reading1 programming assignment1 ungraded lab

4 videosTotal 25 minutes

Mejorando A*12 minutes
Algoritmo A* con profundidad iterada (IDA*)10 minutes
Algoritmo A* con profundidad iterada (IDA*) (parte 2)1 minute
Comentarios finales sobre los algoritmos de b煤squeda informada1 minute

1 readingTotal 10 minutes

Ejemplo de IDA*10 minutes

1 programming assignmentTotal 180 minutes

Algoritmo IDA*180 minutes

1 ungraded labTotal 60 minutes

Algoritmo IDA*60 minutes

Comprender谩s la importancia de los algoritmos meta-heur铆sticos para enfrentar la complejidad de problemas grandes donde los algoritmos vistos en los m贸dulos anteriores dejan de ser efectivos.

What's included

5 videos1 assignment1 peer review1 ungraded lab

5 videosTotal 26 minutes

驴Qu茅 son los algoritmos metaheur铆sticos?4 minutes
Algoritmo recocido simulado (SA)8 minutes
Aplicaci贸n de SA a TSP3 minutes
Algoritmo gen茅tico aplicado a TSP8 minutes
Cierre del curso1 minute

1 assignmentTotal 40 minutes

Algoritmos metaheur铆sticos40 minutes

1 peer reviewTotal 60 minutes

Evaluaci贸n final: Soluci贸n del cubo de Rubik60 minutes

1 ungraded labTotal 60 minutes

Algoritmos SA y Gen茅tico para TSP.60 minutes

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Stalin Mu帽oz Guti茅rrez

Universidad Nacional Aut贸noma de M茅xico

3 Courses11,859 learners

Offered by

Universidad Nacional Aut贸noma de M茅xico

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Frequently asked questions

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

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糖心vlog官网观看

Resoluci贸n de problemas por b煤squeda

Skills you'll gain

Details to know

See how employees at top companies are mastering in-demand skills

Build your subject-matter expertise

There are 5 modules in this course

Algoritmos de B煤squeda ciega

What's included

Algoritmos de B煤squeda ciega (parte 2)

What's included

Algoritmos de b煤squeda informada

What's included

Algoritmos de b煤squeda informada (parte 2)

What's included

Algoritmos de b煤squeda metaheur铆sticos

What's included

Earn a career certificate

Instructor

Offered by

Explore more from Algorithms

Razonamiento artificial

Inteligencia artificial: proyecto final

Comportamiento adaptativo

Creatividad computacional

Why people choose 糖心vlog官网观看 for their career

Open new doors with 糖心vlog官网观看 Plus

Advance your career with an online degree

Join over 3,400 global companies that choose 糖心vlog官网观看 for Business

Frequently asked questions

When will I have access to the lectures and assignments?

What will I get if I subscribe to this Specialization?

What is the refund policy?

More questions