The Traveling Salesman Problem

Optimization with the Attractor-Based Search System

Specificaties
Gebonden, blz. | Engels
Springer Nature Switzerland | e druk, 2023
ISBN13: 9783031357183
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Juridisch :
Springer Nature Switzerland e druk, 2023 9783031357183
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Samenvatting

This book presents a new search paradigm for solving the Traveling Salesman Problem (TSP). The intrinsic difficulty of the TSP is associated with the combinatorial explosion of potential solutions in the solution space. The author introduces the idea of using the attractor concept in dynamical systems theory to reduce the search space for exhaustive search for the TSP. Numerous examples are used to describe how to use this new search algorithm to solve the TSP and its variants including: multi-objective TSP, dynamic TSP, and probabilistic TSP. This book is intended for readers in the field of optimization research and application.

Specificaties

ISBN13:9783031357183
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Nature Switzerland

Inhoudsopgave

<p>Introduction.- The Traveling Salesman Problem (TSP).- The Nature of Heuristic Local Search.- he Attractor-Based Search System.- Solving Multi-objective TSP.- Solving Dynamic TSP.- Solving Probabilistic TSP.- Conclusion.</p>

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        The Traveling Salesman Problem