Screen LibraryEvolutionary computation for dynamic optimization problems
This book provides a compilation on the state-of-the-art and recent advances of evolutionary computation for dynamic optimization problems. The motivation for this book arises from the fact that many real-world optimization problems and engineering systems are subject to dynamic environments, where...
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| Group Author: | ; |
| Published: |
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| Literature type: | Electronic eBook |
| Language: | English |
| Series: |
Studies in computational intelligence ;
v.490 |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-38416-5 |
| Summary: |
This book provides a compilation on the state-of-the-art and recent advances of evolutionary computation for dynamic optimization problems. The motivation for this book arises from the fact that many real-world optimization problems and engineering systems are subject to dynamic environments, where changes occur over time. Key issues for addressing dynamic optimization problems in evolutionary computation, including fundamentals, algorithm design, theoretical analysis, and real-world applications, are presented. "Evolutionary Computation for Dynamic Optimization Problems" is a valuable reference to scientists, researchers, professionals and students in the field of engineering and science, particularly in the areas of computational intelligence, nature- and bio-inspired computing, and evolutionary computation. |
| Carrier Form: | 1 online resource (xxviii, 470 p.) : ill. |
| Bibliography: | Includes bibliographical references and indexes. |
| ISBN: |
9783642384165 (electronic bk.) 3642384161 (electronic bk.) |
| Index Number: | QA76 |
| CLC: | O224 |
| Contents: |
Fundamentals. Evolutionary Dynamic Optimization: Test and Evaluation Environments / Evolutionary Dynamic Optimization: Methodologies / Evolutionary Dynamic Optimization: Challenges and Perspectives / Dynamic Multi-objective Optimization: A Survey of the State-of-the-Art / Algorithm Design. A Comparative Study on Particle Swarm Optimization in Dynamic Environments / Memetic Algorithms for Dynamic Optimization Problems / BIPOP: A New Algorithm with Explicit Exploration/Exploitation Control for Dynamic Optimization Problems / Evolutionary Optimization on Continuous Dynamic Constrained Problems - An Analysis / Theoretical Analysis. Theoretical Advances in Evolutionary Dynamic Optimization / Analyzing Evolutionary Algorithms for Dynamic Optimization Problems Based on the Dynamical Systems Approach / Dynamic Fitness Landscape Analysis / Dynamics in the Multi-objective Subset Sum: Analysing the Behavior of Population Based Algorithms / Applications. Ant Colony Optimization Algorithms with Immigrants Schemes for the Dynamic Travelling Salesman Problem / Genetic Algorithms for Dynamic Routing Problems in Mobile Ad Hoc Networks / Evolutionary Computation for Dynamic Capacitated Arc Routing Problem / Evolutionary Algorithms for the Multiple Unmanned Aerial Combat Vehicles Anti-ground Attack Problem in Dynamic Environments / Advanced Planning in Vertically Integrated Wine Supply Chains / |