Fuzzy Sets Based Heuristics for Optimization
Springer Berlin (Verlag)
978-3-642-05611-6 (ISBN)
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 and gives a broad overview on the real practical applications that Fuzzy Sets, based on 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.
| Erscheint lt. Verlag | 6.12.2010 |
|---|---|
| Reihe/Serie | Studies in Fuzziness and Soft Computing |
| Zusatzinfo | X, 351 p. 19 illus. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 556 g |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Angewandte Mathematik |
| Technik | |
| Schlagworte | algorithms • Calculus • combinatorial optimization • data envelopment • fuzzy • Fuzzy Set • Fuzzy Sets and Systems • Heuristic Algorithms • linear optimization • Mathematical Programming • Metaheuristic • Modeling • Optimisation Problems • Optimization • programming |
| ISBN-10 | 3-642-05611-3 / 3642056113 |
| ISBN-13 | 978-3-642-05611-6 / 9783642056116 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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