Introduction to Mathematical Optimization: From Linear Programming to Metaheuristics - Brossura

Yang, Xin-She

Brossura

ISBN 10: 1904602827 ISBN 13: 9781904602828

Casa editrice: Cambridge Intl Science Pub, 2008

Riassunto

This book strives to provide a balanced coverage of efficient algorithms commonly used in solving mathematical optimization problems. It covers both the convectional algorithms and modern heuristic and metaheuristic methods. Topics include gradient-based algorithms such as Newton-Raphson method, steepest descent method, Hooke-Jeeves pattern search, Lagrange multipliers, linear programming, particle swarm optimization (PSO), simulated annealing (SA), and Tabu search. Multiobjective optimization including important concepts such as Pareto optimality and utility method is also described. Three Matlab and Octave programs so as to demonstrate how PSO and SA work are provided. An example of demonstrating how to modify these programs to solve multiobjective optimization problems using recursive method is discussed.

Dettagli dell?edizione

• Editore: Cambridge Intl Science Pub
• Data di pubblicazione: 2008
• ISBN 10: 1904602827
• ISBN 13: 9781904602828
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero di pagine: 150
• Contatto del produttore: non disponibile