Nature

Bin Packing Problems and Optimization Algorithms

Bin packing problems are a class of NP-hard combinatorial optimisation challenges with wide-ranging applications in logistics, manufacturing, cloud computing and scheduling. The fundamental task is to ...
IEEE

A multiobjective ant colony-based optimization algorithm for the bin packing problem with ...

Abstract: This paper presents ABLA, a novel multiobjective ant colony-based optimization algorithm to address the bin packing problem with load balancing. ABLA incorporates (1) a new probabilistic ...
IEEE

Solving 0-1 Knapsack and Bin Packing Problem Using Logical Social Group Optimization

Abstract: The 0-1 Knapsack Problem (KP) and Bin Packing Problem (BPP) are NP-hard combinatorial optimization challenges often tackled using metaheuristics. Both problems have prominent utilization in ...
GitHub

Refactor and Optimize Packing Transformations, Add Best-Fit Algorithm

Currently, our packing implementation is tightly coupled, making it difficult to introduce new packing algorithms. Furthermore, the existing FirstFit strategy is implemented with Python loops, which ...
GitHub

3D Multi-Container Bin Packing Algorithm

실제 산업 제약조건을 고려한 다중 컨테이너 3D 빈 패킹 문제를 해결하는 2단계 멀티-휴리스틱 알고리즘 구현. bin_packing_3d/ ├── models/ # 핵심 데이터 구조 │ ├── item.py # Item, ItemType 클래스 │ ├── pallet.py # Pallet (컨테이너) 클래스 │ ├── layer.py ...