Military Families and Friends
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C++ for Combinatorial Optimization: From Exact Solvers to Metaheuristics
Combinatorial optimization problems arise across logistics, scheduling, and engineering, and C++ remains a language of choice when performance matters. This lecture takes a practical look at solving such problems in C++, using the Electric Vehicle Routing Problem as a running example.
We begin with an exact solver, formulating the problem as a mixed-integer program and trying to solve it through GLPK's C API directly from C++. Exact methods, however, quickly hit their limits on real-world instances. The second half of the talk turns to metaheuristics: how they are designed, why C++ is particularly well suited for implementing them, and what design choices matter most in practice. We'll walk through a concrete implementation, touching on data structures for fast neighborhood evaluation, generic algorithm design with templates, and the performance considerations that separate a prototype from a production-ready solver.
The goal is not to advocate for one approach over another, but to show how C++ supports the full spectrum of optimization techniques.
# About Speaker
Luka Matijević is a researcher at the Mathematical Institute of the Serbian Academy of Sciences and Arts, whose work bridges academic research and freelance engineering. He's drawn to identifying the right algorithm for a given problem — and to the kind of careful optimization captured by one of his favourite Futurama lines: *"When you do things right, people won't be sure you've done anything at all."*
## 📅 Event Details
| | |
| --- | --- |
| 👤 **Speaker** | **[Luka Matijević](https://www.linkedin.com/in/luka-matijevic/)** |
| 🕕 **Date & Time** | **27th of May (Wednesday), 6 pm** |
| 📍 **Location** | **Beograđanka, Vidikovac, 22nd floor** |
| 🏢 **Address** | **Masarikova 5** |
| 💻 **Online** | **[C++ Serbia YouTube](https://www.youtube.com/@cppserbia)** |
See you!
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NAMI Family-to-Family Summer Session
Summer Session, Thursdays, June 4 - July 23, 2026, from 6 to 8:30pm ET
**NAMI Family-to-Family** is a free, eight-week program for family members, caregivers, and partners of individuals living with mental illness. NAMI Family-to-Family provides information about anxiety, depressive disorders, schizophrenia, bipolar disorder, and other mental health conditions. Other topics covered include communication, problem solving, treatment, and recovery.
Raising Conscious Kids – A Unity Family Experience
At Unity of Columbus, our Youth and Family Ministry nurtures the spiritual growth of children and families through love, joy, and practical spiritual teachings. Each Sunday, children explore timeless spiritual principles through stories, creative activities, music, and group sharing in a safe and welcoming environment.
Our program encourages children to discover their own inner light, express kindness, and develop a personal connection with God. Together, we celebrate diversity, cultivate understanding, and inspire each child to live with purpose and compassion. Parents and families are invited to join in this uplifting journey of learning, laughter, and spiritual connection.
Three Creeks Metro Park
We'll get in around 4 miles at Three Creeks Metro Parks, primarily natural trails. 17-18 minute miles, no one left behind, and faster walkers are free to lead out.
Optional lunch after!
If you're joining for hiking all the metro parks, this is the sixth one!
Piecing Families Together
This is an all inclusive event to inform, support and help bring special needs families and the community together. Come and enjoy family and sensory friendly: games, activities, snacks, free stuff and more! Meets the 2nd Saturday of each month. Located at Village Chapel - 30 Circleville Avenue, Ashville, OH 43103.





