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This book provides successful implementations of metaheuristic methods for neural network training. It is the first book to achieve this objective. Moreover, the basic principles and fundamental ideas given in the book will allow the readers to create successful training methods on their own....
Persistent link: https://www.econbiz.de/10013520443
uncapacitated planned maintenance problem (WUPMP). It introduces specific optimization algorithms such as construction heuristics …, Lagrangean and tabu search metaheuristics. A problem independent hybrid approach links and alternates between two Lagrangean … properties and lower bounds. Computational studies demonstrate the performance of the heuristics, lower bounds, subgradients …
Persistent link: https://www.econbiz.de/10012396306
The scope of this book is limited to heuristics, metaheuristics, and approximate methods and algorithms as applied to … solution methods used in the different chapters of the book also spread from well-established heuristics and metaheuristics …
Persistent link: https://www.econbiz.de/10014018629
Parallel Cooperative Metaheuristics -- Algorithm Tuning, Algorithm Design and Software Tools -- Using Experimental Design to …The aim of METAHEURISTICS: Progress in Complex Systems Optimization is to provide several different kinds of … information: a delineation of general metaheuristics methods, a number of state-of-the-art articles from a variety of well …
Persistent link: https://www.econbiz.de/10014014279
Variable Toll Pricing in Road Networks with Direct Search Meta-Heuristics -- Scatter Search for locating a treatment plant and …A Bicriteria Traveling Salesman Problem with Sequence Priorities -- Metaheuristics for Tourist Trip Planning -- Solving … -- Metaheuristics for the Index Tracking Problem -- A Hybrid Algorithm for Vehicle Routing of Less-Than-Truckload Carriers. …
Persistent link: https://www.econbiz.de/10014014810
This book provides a postgraduate audience the keys they need to understand and further develop a set of tools for the efficient computation of lower bounds and valid inequalities in integer programs and combinatorial optimization problems. After discussing the classical approaches described in...
Persistent link: https://www.econbiz.de/10012396327
Multiple production Stages -- Model reformulation & Heuristics …
Persistent link: https://www.econbiz.de/10014016730
Metaheuristics have been a very active research topic for more than two decades. During this time many new … other words, metaheuristics are nowadays established as one of the main search paradigms for tackling computationally hard … problems. Still, there are a large number of research challenges in the area of metaheuristics. These challenges range from …
Persistent link: https://www.econbiz.de/10014016516
Persistent link: https://www.econbiz.de/10014015109
Optimization Theory and Algorithms -- On the Asymptotic Behavior of a System of Steepest Descent Equations Coupled by a … Methods for Optimal Control with Binary Control Functions Applied to a Lotka-Volterra Type Fishing Problem -- Game Theory …
Persistent link: https://www.econbiz.de/10014014060