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Stanford Summer Session Summer Course: Convex Optimization I
Stanford Summer Session

Summer Course: Convex Optimization I

Stanford, USA

8 Weeks

English

Full time

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USD 4,341

On-Campus

Introduction

Convex sets, functions, and optimization problems. The basics of convex analysis and theory of convex programming: optimality conditions, duality theory, theorems of alternative, and applications. Least-squares, linear and quadratic programs, semidefinite programming, and geometric programming. Numerical algorithms for smooth and equality-constrained problems; interior-point methods for inequality-constrained problems. Applications to signal processing, communications, control, analog and digital circuit design, computational geometry, statistics, machine learning, and mechanical engineering.

Details

EE 364A

  • Class Number: 23035
  • Course Cost: $4341.00
  • Population: Undergraduate, Graduate
  • Units: 3
  • Interest Area: Computer Science and Engineering
  • Course Format & Length: In-person, 8 weeks
  • Instructors: TBD
  • Prerequisites: Linear algebra such as EE 263, and basic probability

Events and Engagement

Workshops

Hosted through the Summer Academic Resource Center (SARC), we offer a variety of educational workshops to complement your academic pursuits. Presenters varying from Stanford affiliates, community partners, and graduate tutors will cover a wide range of topics from academic skills to career exploration. Past workshops included college preparedness, software exploration, and building your professional network.

Stanford Spaces

Explore the intellectual ecosystem of the Stanford campus. Tour museums like the Cantor Arts Center, visit unique campus spaces like the d.school, Frost Amphitheater, and O’Donohue Family Farm, and get to know the unique community of companies and innovators that gather at Stanford Research Park.

Stanford Voices

These small gatherings give you an opportunity to connect with Stanford faculty, fellows, and alumni to hear about their work or research, as well as the road that brought them there. Ask questions and continue your intellectual exploration—whether you're taking a course on the topic this summer or just curious.

Facilities

Admissions

English Language Requirements

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About the School

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