Der Artikel ist weiterhin als ^^OTHERCONDITION^^ verfügbar.
Autor: Johannes Schneider
ISBN-13: 9783642070945
Einband: Taschenbuch
Seiten: 568
Gewicht: 884 g
Format: 235x155x mm
Sprache: Englisch
4
Theory Overview of Stochastic Optimization Algorithms.- General Remarks.- Exact Optimization Algorithms for Simple Problems.- Exact Optimization Algorithms for Complex Problems.- Monte Carlo.- Overview of Optimization Heuristics.- Implementation of Constraints.- Parallelization Strategies.- Construction Heuristics.- Markovian Improvement Heuristics.- Local Search.- Ruin & Recreate.- Simulated Annealing.- Threshold Accepting and Other Algorithms Related to Simulated Annealing.- Changing the Energy Landscape.- Estimation of Expectation Values.- Cooling Techniques.- Estimation of Calculation Time Needed.- Weakening the Pure Markovian Approach.- Neural Networks.- Genetic Algorithms and Evolution Strategies.- Optimization Algorithms Inspired by Social Animals.- Optimization Algorithms Based on Multiagent Systems.- Tabu Search.- Histogram Algorithms.- Searching for Backbones.- Applications.- General Remarks.- The Traveling Salesman Problem.- The Traveling Salesman Problem.- Extensions of Traveling Salesman Problem.- Application of Construction Heuristics to TSP.- Local Search Concepts Applied to TSP.- Next Larger Moves Applied to TSP.- Ruin & Recreate Applied to TSP.- Application of Simulated Annealing to TSP.- Dependencies of SA Results on Moves and Cooling Process.- Application to TSP of Algorithms Related to Simulated Annealing.- Application of Search Space Smoothing to TSP.- Further Techniques Changing the Energy Landscape of a TSP.- Application of Neural Networks to TSP.- Application of Genetic Algorithms to TSP.- Social Animal Algorithms Applied to TSP.- Simulated Trading Applied to TSP.- Tabu Search Applied to TSP.- Application of History Algorithms to TSP.- Application of Searching for Backbones to TSP.- Simulating Various Types of Government with Searching for Backbones.- The Constraint Satisfaction Problem.- The Constraint Satisfaction Problem.- Construction Heuristics for CSP.- Random Local Iterative Search Heuristics.- Belief Propagation and Survey Propagation.- Outlook.- Future Outlook of Optimization Business.
3
This book addresses stochastic optimization procedures in a broad manner. The first part offers an overview of relevant optimization philosophies; the second deals with benchmark problems in depth, by applying a selection of optimization procedures. Written primarily with scientists and students from the physical and engineering sciences in mind, this book addresses a larger community of all who wish to learn about stochastic optimization techniques and how to use them.
Autor: Johannes Schneider, Scott Kirkpatrick
Johannes Schneider OFM, Dr. theol., geb. 1956 in Schwaz / Tirol, trat 1977 in den Franziskanerorden ein. 1982 folgte die Priesterweihe. Er absolvierte ein Studium der Franziskanischen Spiritualität in New York und der Spirituellen Theologie in Rom. Seither ist er in der Franziskanerprovinz Austria und in Salzburg in Seelsorge und Franziskanischer Forschung tätig.
Autor: Johannes Schneider
ISBN-13:: 9783642070945
ISBN: 3642070949
Verlag: Springer, Berlin
Gewicht: 884g
Seiten: 568
Sprache: Englisch
Sonstiges: Taschenbuch, 235x155x mm, 150 SW-Abb.