Intelligent evolutionary optimization / Hua Xu, Yuan Yuan.

Format:

Book

Author/Creator:

Xu, Hua, author.

Yuanyuan, author.

Contributor:

ScienceDirect (Online service)

Language:

English

Subjects (All):

Mathematical optimization--Data processing.

Mathematical optimization.

Evolutionary computation.

Genetic algorithms.

Physical Description:

1 online resource (xxiv, 362 pages) : illustrations (some color.

Place of Publication:

Amsterdam, Netherlands ; Cambridge, MA : Elsevier, [2024]

Contents:

Part I: Evolutionary Algorithm for Many-Objective Optimization. 1. Preliminary

2. A New Dominance Relation Based Evolutionary Algorithm for Many-Objective Optimization

3. Balancing Convergence and Diversity in Decomposition-Based Many-Objective Optimizers

4. Objective Reduction in Many-Objective Optimization: Evolutionary Multi-objective Approach and Critical

5. Expensive Multi-objective Evolutionary Optimization Assisted by Dominance Prediction

Part II: Heuristic Algorithm for Flexible Job Shop Scheduling Problem. 6. Preliminary

7. A Hybrid Harmony Search Algorithm for the Flexible Job Shop Scheduling Problem

8. Flexible Job Shop Scheduling Using Hybrid Differential Evolution Algorithms

9. An Integrated Search Heuristic for Large-scale Flexible Job Shop Scheduling Problems

10. Multi-objective Flexible Job Shop Scheduling Using Memetic Algorithms.

Notes:

Includes bibliographical references and index.

Electronic reproduction. Amsterdam Available via World Wide Web.

Description based on print version record.

ISBN:

9780443274015 (electronic bk.)

0443274010 (electronic bk.)

Publisher Number:

90101435972

Access Restriction:

Restricted for use by site license.