Fuzzy Sets Based Heuristics for Optimization

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Verdegay, José-Luis (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2003.
• Έκδοση: 1st ed. 2003.
• Σειρά: Studies in Fuzziness and Soft Computing, 126
• Θέματα: Mathematical optimization.; Applied mathematics.; Engineering mathematics.; Application software.; Optimization.; Mathematical and Computational Engineering.; Computer Applications.; Applications of Mathematics.

 The aim of this volume is to show how Fuzzy Sets and Systems can help to provide robust and adaptive heuristic optimization algorithms in a variety of situations. The book presents the state of the art gives a broad overview on the real practical applications that Fuzzy Sets based heuristic algorithms have. 

 1. Soft Computing and Metaheuristics -- Fuzzy Adaptive Neighborhood Search: Examples of Application -- Branch-and-bound algorithms using fuzzy heuristics for solving large-scale flow shop scheduling problems -- A Fuzzy Adaptive Partition Algorithm (FAPA) for Global Optimization -- Fuzzy Memes in Multimeme Algorithms: a Fuzzy-Evolutionary Hybrid -- Vehicle Routing Problem With Uncertain Demand at Nodes: The Bee System and Fuzzy Logic Approach -- Fuzzy Constructive Heuristics -- 2. Heuristics and Mathematical Programming -- Heuristics for Optimization: two approaches for problem resolution -- Optimization with linguistic variables -- Interactive Algorithms Using Fuzzy Concepts for Solving Mathematical Models of Real Life Optimization Problems -- Fuzzy Data Envelopment Analysis: A Credibility Approach -- Fuzzy Optimization using Simulated Annealing: An Example Set -- 3. Practical Heuristic Algorithms -- Multi-stage Supply Chain Network by Hybrid Genetic Algorithms -- Fuzzy evolutionary approach for multiobjective combinatorial optimization: application to scheduling problems -- Fuzzy Sets based Heuristics for Optimization: Multi-objective Evolutionary Fuzzy Modeling -- An Interactive Fuzzy Satisficing Method for Multiobjective Operation Planning in District Heating and Cooling Plants through Genetic Algorithms for Nonlinear 0-1 Programming -- Adaptive Hybrid Genetic Algorithm with Fuzzy Logic Controller -- 4. Applications to Real World Problems -- Finding Satisfactory Near-Optimal Solutions in Location Problems -- Route Choice Making Under Uncertainty: a Fuzzy Logic Based Approach -- A New Technique to Electrical Distribution System Load Flow Based on Fuzzy Sets -- A Fuzzy Adaptive Partitioning Algorithm (FAPA) for Global Optimization: Implementation in Environmental Site Characterization -- Capacitated Vehicle Routing Problem with Fuzzy Demand -- An Adaptive, Intelligent Control System for Slag Foaming.