Construct, Merge, Solve & Adapt A Hybrid Metaheuristic For Combinatorial Optimization

[Farid]

English | 2024 | ISBN: 3031601025 | 208 Pages | PDF EPUB (True) | 31 MB

Subject: Computer Technology, Nonfiction
Catergory: Computer Technology, Nonfiction
Publisher: Springer Nature Switzerland
Description:

This book describes a general hybrid metaheuristic for combinatorial optimization labeled Construct, Merge, Solve & Adapt (CMSA). The general idea of standard CMSA is the following one. At each iteration, a number of valid solutions to the tackled problem instance are generated in a probabilistic way. Hereby, each of these solutions is composed of a set of solution components. The components found in the generated solutions are then added to an initially empty sub-instance. Next, an exact solver is applied in order to compute the best solution of the sub-instance, which is then used to update the sub-instance provided as input for the next iteration. In this way, the power of exact solvers can be exploited for solving problem instances much too large for a standalone application of the solver.

🌞 Contents of Download:
📌 978 3 031 60103 3.epub (Christian Blum) (2024) (25.62 MB)
📌 978 3 031 60103 3.pdf (Christian Blum) (2024) (8.56 MB)

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⭐️ Construct, Merge, Solve & Adapt A Hybrid Metaheuristic For Combinatorial Optimization ✅ (34.17 MB)
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