Knowledge incorporation in evolutionary computation
This carefully edited book puts together the state-of-the-art and recent advances in knowledge incorporation in evolutionary computation within a unified framework. The book provides a comprehensive self-contained view of knowledge incorporation in evolutionary computation including a concise introd...
Gorde:
| Egile nagusia: | |
|---|---|
| Beste egile batzuk: | |
| Formatua: | Livre numérique |
| Hizkuntza: | Anglais |
| Argitaratua: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2005.
Cham : Springer Nature |
| Saila: | Studies in Fuzziness and Soft Computing
167 |
| Sarrera elektronikoa: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Oharra: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Knowledge Incorporation in Evolutionary Computation, Texte imprimé, 9783642061745 • Knowledge Incorporation in Evolutionary Computation, Texte imprimé, 9783540229025 • Knowledge Incorporation in Evolutionary Computation, Texte imprimé, 9783642535970 |
Aurkibidea:
- I Introduction
- A Selected Introduction to Evolutionary Computation
- II Knowledge Incorporation in Initialization, Recombination and Mutation
- The Use of Collective Memory in Genetic Programming
- A Cultural Algorithm for Solving the Job Shop Scheduling Problem
- Case-Initialized Genetic Algorithms for Knowledge Extraction and Incorporation
- Using Cultural Algorithms to Evolve Strategies in A Complex Agent-based System
- Methods for Using Surrogate Models to Speed Up Genetic Algorithm Optimization: Informed Operators and Genetic Engineering
- Fuzzy Knowledge Incorporation in Crossover and Mutation
- III Knowledge Incorporation in Selection and Reproduction
- Learning Probabilistic Models for Enhanced Evolutionary Computation
- Probabilistic Models for Linkage Learning in Forest Management
- Performance-Based Computation of Chromosome Lifetimes in Genetic Algorithms
- Genetic Algorithm and Case-Based Reasoning Applied in Production Scheduling
- Knowledge-Based Evolutionary Search for Inductive Concept Learning
- An Evolutionary Algorithm with Tabu Restriction and Heuristic Reasoning for Multiobjective Optimization
- IV Knowledge Incorporation in Fitness Evaluations
- Neural Networks for Fitness Approximation in Evolutionary Optimization
- Surrogate-Assisted Evolutionary Optimization Frameworks for High-Fidelity Engineering Design Problems
- Model Assisted Evolution Strategies
- V Knowledge Incorporation through Life-time Learning and Human-Computer Interactions
- Knowledge Incorporation Through Lifetime Learning
- Local Search Direction for Multi-Objective Optimization Using Memetic EMO Algorithms
- Fashion Design Using Interactive Genetic Algorithm with Knowledge-based Encoding
- Interactive Evolutionary Design
- VI Preference Incorporation in Multi-objective Evolutionary Computation
- Integrating User Preferences into Evolutionary Multi-Objective Optimization
- Human Preferences and their Applications in Evolutionary Multi Objective Optimization
- An Interactive Fuzzy Satisficing Method for Multi-objective Integer Programming Problems through Genetic Algorithms
- Interactive Preference Incorporation in Evolutionary Engineering Design.