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Seokwoo Kim

@affine.bsky.social

PhD Candidate in POSTECH (Industrial and Management Engineering), working on Operations Research, a huge fan of jazz

18 Followers  |  16 Following  |  24 Posts  |  Joined: 22.09.2023
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Posts by Seokwoo Kim (@affine.bsky.social)

SCGraph: A Dependency-Free Python Package for Road, Rail, and Maritime Shortest Path Routing Generation and Distance Estimation SCGraph (Supply Chain Graph) is a dependency-free Python toolkit that provides fully offline, accurate multimodal routing and network-based distance estimation

On INFORMS Connect, Austin Saragih (MIT) advertised their new Python package (SCGraph) for accurate distances and shortest paths in *real* road networks (and rail, maritime, multimodal). #orms

Getting Started: github.com/connor-makowski/scgraph
Paper and Tutorial: ssrn.com/abstract=5388845

30.08.2025 23:46 โ€” ๐Ÿ‘ 5    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
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The Robust Optimization Webinar (ROW) is back from the summer break! We will have our first seminar this Friday, September 5 at 15:00 (CET).

Speaker: Alexander Shapiro (Georgia Institute of Technology)

Title: Rectangularity and Duality of Distributionally Robust Markov Decision Processes

01.09.2025 12:06 โ€” ๐Ÿ‘ 2    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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two rendezvous

(i) I met prof. Siddiqui again---we first met at last year informs. He warmly greeted me and introduced his colleage prof. Perez who recommended me 'Vete Katten'

(ii) I met elderly Korean lady in subway who immigrated in 1968(!). She recommended me herring and it was...a bit salty๐Ÿ˜‚

02.09.2025 19:44 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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I visited Stockholm to participate in STOGO25.. and the city has some cool vibe (a little bit melancholic mood... because of the weather?)

02.09.2025 17:54 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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A Comprehensive Evaluation of Contemporary ML-Based Solvers for Combinatorial Optimization Machine learning (ML) has demonstrated considerable potential in supporting model design and optimization for combinatorial optimization (CO) problems. However, much of the progress to date has been e...

#Machine-learning based algorithms are still not able to beat deterministic general purpose solvers for #combinatorial #optimization.

arxiv.org/abs/2505.16952

26.05.2025 15:44 โ€” ๐Ÿ‘ 6    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Korea TSPs

Prof. bill cook has solved a tsp problem to walk 81998 bars in my country, South Korea - it takes 178 days (without taking rest...?!๐Ÿคช)
www.math.uwaterloo.ca/tsp/korea/in...

21.04.2025 14:33 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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STOGO25 STOGO 25 , XVI Workshop on Global Optimization

Just in case you do not know what to do at the beginning of September this year: Come to #Stockholm for the Global Optimization Workshop 2025!

Here are all the detailed information: sites.google.com/view/stogo25/

08.04.2025 11:54 โ€” ๐Ÿ‘ 4    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Mission-Critical: Why Optimization Experts Are Todayโ€™s Business MVPs - Gurobi Optimization Discover why optimization expertise is in high demand and learn how you can enhance your own skills.

#OptimizationExperts are the unsung heroes of todayโ€™s smartest business decisions. From operations researchers to data scientists, they use #MathematicalOptimization to cut costs, boost efficiency, and drive better decisions. Learn how: www.gurobi.com/resources/mi...

07.03.2025 19:25 โ€” ๐Ÿ‘ 8    ๐Ÿ” 4    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Definitely, they deserve more credit for their works in these fields๐Ÿ˜Œ

12.03.2025 16:14 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

These days im working on branch-and-price... so much appreciated for scip and its python wrapper pyscipopt...

12.03.2025 14:02 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Can #bilevel #optimization help to solve challenging #robust optimization problems?

Maybe โ€ฆ hereโ€™s our first numerical study on this topic:

"Solving Decision-Dependent Robust Problems as Bilevel Optimization Problems"

Jointly with H. Lefebvre, S. Stevens, and J. Thรผrauf.

tinyurl.com/3nxmjt74

19.02.2025 14:54 โ€” ๐Ÿ‘ 9    ๐Ÿ” 4    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Gurobi Optimization - MIP Development Scholar (Global Remote) At Gurobi Optimization, we're on a mission! A mission that focuses on mathematical optimization. We empower our customers to expand their use of mathematical optimization technology to make smarter de...

I am excited to announce the Gurobi Engineering MIP School: jobs.lever.co/GurobiOptimi...

We are looking for passionate programmers who like efficient algorithms, data structures, math and optimization and want to learn the ins and outs of mixed integer programming in theory and practice.

14.02.2025 15:43 โ€” ๐Ÿ‘ 12    ๐Ÿ” 6    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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In memoriam: Marguerite Straus Frank (1927โ€“2024)

A recent project was the In Memoriam for Dr. Marguerite Frank, a friend. Working with I.M. Bomze, the EIC of the EURO Journal on Computational Optimization, on it was a great experience. After 3 weeks of delays (technical problems) it's now published www.sciencedirect.com/science/arti.... #orms

23.01.2025 00:29 โ€” ๐Ÿ‘ 6    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Celebrating Two Amazing Female Operations Researchers, Both 93 Years Old, for Their Contributions to Algorithms Since this blogpost was published, sadly, Professor Ailsa Land passed away on May 16, 2021. Please refer to this obituary posted on the Lond...

Today, the daughters of Dr. Marguerite Frank wrote me that she passed away on Dec. 11 at the age of 97. I had written a post about her & Ailsa Land when they turned 93: annanagurney.blogspot.com/2021/03/cele... No obituary yet. Marguerite was a friend. I helped with a paper award in her honor. #orms

26.12.2024 17:12 โ€” ๐Ÿ‘ 12    ๐Ÿ” 6    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Im this year I read the survey paper for copositive program on EJOR by Immanuel Bomze and that was another mind blowing moment to me. It was super interesting and beautiful

25.12.2024 14:34 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

But the rest of the secions were too technical to me... Reading the rest of the book was always my new-years plan but I always failed it๐Ÿ˜‚

25.12.2024 14:31 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

In my first year of graduate school I read the conic opt book of ben-tal and nemirovski. Section 1 - the 'linear to conic' part, explained from duality, farkas, and theorem on alternative - was absolutely mind blowin...

25.12.2024 14:28 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

#MathOpt #ORMS people, what's something you wished was explained in your first course that introduced conic optimization?
Asking for a friend!

15.11.2024 15:38 โ€” ๐Ÿ‘ 6    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1

Experiencing numeircal challenges of introducing lots of bigMs... so annoying

14.11.2024 03:29 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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So now human optimizers are being optimized? ๐Ÿ˜…

14.11.2024 03:24 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

๋„ค ์ผ๋‹จ์€ ์ข€ ๋ถ„๋ฆฌํ•ด์„œ ์—ฌ๊ธฐ์„  ๋Œ€ํ•™์›์ƒ ์–˜๊ธฐ ์œ„์ฃผ๋กœ ์จ๋ณผ๊นŒํ•ด์„œ์š” ใ…Žใ…Ž ๋„์ฟ„ ์‚ฌ์ง„ ๋งŽ์ด ์˜ฌ๋ ค์ฃผ์‹œ๊ธธ

02.10.2023 15:38 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

์ƒˆ๋กœ์šด ๊ณณ์—์„œ์˜ ์‹œ์ž‘. ์‘์›ํ•ฉ๋‹ˆ๋‹ค~!!

01.10.2023 16:59 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

ํ— ๋งŽ์ด ํŒŒ์…จ๋„ค์š”ใ…œใ…‹ใ…‹ใ…‹ใ…‹ใ…‹ ์ „ ๋‚˜์ค‘์— ํฌํ•ญ ๋– ๋‚  ๋•Œ๊ฐ€ ๊ณ ๋ฏผ์ž…๋‹ˆ๋‹คใ… ใ…‹ใ…‹ใ…‹ใ…‹

28.09.2023 15:02 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

๋ณธ๊ฐ€ ์˜ค๋‹ˆ๊นŒ ์‚ฌ๋†“๊ณ  ์•ˆ์ฝ์€ ์ฑ…๋“ค์ด ๋„˜ ๋งˆ๋Š 

28.09.2023 14:09 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

์ œ์–ด์ด๋ก  ์ปค๋ฎค๋‹ˆํ‹ฐ์—์„œ ๋งŽ์ด ์—ฐ๊ตฌํ•ด์„œ ์ž๊พธ pde ode ์“ฐ๋Š”๋ฐ ํ‰์†Œ์— ์ €๋Ÿฐ๊ฑฐ ์•ˆ์จ๊ฐ€์ง€๊ณ  ๋‚ฏ์„ฌ ใ…‹ใ…‹ใ…‹ ๊ทธ์น˜๋งŒ ๋‹คํ–‰ํžˆ ๋ชจ๋“ ๊ฒŒ ์ต์ˆ™ํ•œ Kakutani's Fixed Point Theorem ๋ฌธ์ œ๋ผ๋Š” ๊ฑธ ๊นจ๋‹ฌ์Œ

27.09.2023 14:10 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

์‘์šฉ ์—ฐ๊ตฌ๋ฅผ ํ•˜๋‹ค๋ณด๋‹ˆ ์ด๋ก ์ชฝ ๊ด€๋ จํ•ด์„œ ์ด๊ฒƒ์ €๊ฒƒ ํŽธํ•˜๊ฒŒ ๋ฌผ์–ด๋ณผ ์ˆ˜ ์žˆ๋Š” ์นœ๊ตฌ๊ฐ€ ์žˆ์—ˆ์œผ๋ฉด ์ข‹๊ฒŸ์Œ

27.09.2023 14:05 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

ํ•˜๋‚˜ ๊ณจ ์•„ํ”ˆ๊ฑด ๋Œ€๋ถ€๋ถ„ ์ „์ž๊ณผ ์ œ์–ด์ด๋ก  ์ปค๋ฎค๋‹ˆํ‹ฐ์—์„œ ์—ฐ๊ตฌ๊ฐ€ ๋งŽ์ด ๋˜์–ด์„œ ๊ทธ๋Ÿฐ์ง€ ์ฝ์„ ๋•Œ๋งˆ๋‹ค ๋จธ๋ฆฌ์†์—์„œ ์ด์ชฝ ๋„๋ฉ”์ธ์œผ๋กœ ๋ฒˆ์—ญ์ด ํ•„์š”ํ•จ

25.09.2023 14:12 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

์˜ค๋Š˜ ๋Œ€์ถฉ ์–ด๋–ค ํ๋ฆ„์œผ๋กœ ์ง„ํ–‰๋˜์—ˆ๊ณ  ํ‚ค
์•„์ด๋””์–ด๊ฐ€ ๋ญ”์ง€๋Š” ์บ์น˜ํ–ˆ๋‹ค. ๋ชฉํ‘œ๋Š” ์ถ”์„ ์—ฐํœด ์•ˆ์— ๋ชจ๋ธ๋ง ํ•˜๋‚˜ ๋งŒ๋“ค์–ด๋ณด๋Š”๊ฑฐ..

25.09.2023 14:10 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0