note

If I were a truck driver, I'd make a fortune with this.

This document provides a comprehensive technical explanation, detailed algorithmic theory, and empirical implementation code in Python for the "Dynamic Traveling Salesperson Problem (TSP) Optimization ...
GitHub

Lab 3: A max TSP like Problem

Computational Intelligence 2026, lab 3: hill climber and genetic algorithm for a max-TSP-like children's circle, an exact profile-aggregated MILP, and profile-aware HC/GA layers - ...
GitHub

Extension of the Traveling Salesman Problem for Collective Optimization

Research project (TIPE) carried out in the French classes préparatoires (CPGE MP/MPI, Lycée Carnot, Dijon), 2025–2026. Author: Romain Lo Bello How can the total processing time of parcels in a factory ...
science

NRF2 coordinates cystine import and glutathione use to sustain ferroptosis resistance and formaldehyde tolerance in cancer

Cancer cells must balance detoxification of reactive metabolic by-products while preserving redox homeostasis, but how this trade-off is managed remains unclear. The Kelch-like ECH-associated protein ...
blog.csdn

MTSP双算法实战：GA+SA协同优化巡检与航线规划

本内容遵循CC 4.0 BY-SA版权协议 本文介绍一种面向多旅行商问题（MTSP）的遗传算法（GA）与模拟退火（SA）双算法协同优化方案，聚焦工厂巡检与航空航线两大真实场景。通过双层嵌套编码解决 ...
blog.csdn

广义旅行商问题（GTSP）Python启发式求解实战指南

本文系统介绍广义旅行商问题（GTSP）的Python启发式求解方案，涵盖蚁群、遗传、模拟退火、禁忌搜索和最近邻五类算法。 内容包括统一输入规范（points.csv、groups.csv、distance_matrix.npy）、参数敏感度实测、收敛性对比，以及五大典型实现雷区的定位与修复方法。