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Evolutionary Multi-objective Optimization: An Honorary Issue Dedicated to Professor Kalyanmoy Deb

This volume is a reprint of the Honorary Special Issue dedicated to the 60th birthday of Professor Dr. Kalyanmoy Deb, published in the journal Mathematical and Computational Applications (MCA). Kalyanmoy Deb has been a pioneer and highly impactful and influential proponent of Evolutionary Multi-obje...

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Bibliographic Details
Main Author: Coello, Carlos
Other Authors: Goodman, Erik, Miettinen, Kaisa, Saxena, Dhish
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:
Grouping Genetic Algorithm
Data Mining
Nsga-ii
Multi-objective Reliability-based Design Optimization
Scarce Data
Moo
Genetic Algorithm
N/a
Large-scale Multi-objective Optimization
Archiving
Association Rule Mining
Shifting Vector Approach
Interactive Optimization
Knowledge Discovery
Rbdo
Covid-19 Data
Simulation
Reliability Analysis
Importance Sampling
Auto-configuration And Auto-design Of Metaheuristics
Objectives Reduction
Transfer Learning
Reliability
Multi-objective Optimization
Chaos Control Theory
Information Technology Industries / Bicssc
Particle Filter
Evolutionary Algorithms
Differential Evolution
Hypervolume Indicator
Constraint Handling
Reconfigurable Manufacturing System
Grouping Mutation Operator
Causality Measures
Computer Science / Bicssc
Convergence
Mass-damper-spring Termination
Unrelated Parallel-machine Scheduling
Impulse Response
Rod Vibration
Evolutionary Multi-objective Optimization
Multi-objective Evolutionary Algorithm
Newton Method
Grouping Problem
Simple Cell Mapping
Hypervolume Scalarization
Multi-criteria Decision Making
Many Objectives
Surrogate
Real-world Problems Optimization
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
Summary:This volume is a reprint of the Honorary Special Issue dedicated to the 60th birthday of Professor Dr. Kalyanmoy Deb, published in the journal Mathematical and Computational Applications (MCA). Kalyanmoy Deb has been a pioneer and highly impactful and influential proponent of Evolutionary Multi-objective Optimization (EMO) since 1994. He is currently a Koenig Endowed Chair Professor and University Distinguished Professor in the Department of Electrical and Computer Engineering at Michigan State University, USA, and holds additional appointments in Mechanical Engineering and in Computer Science and Engineering. Professor Deb's research interests are in evolutionary optimization and its application in multi-objective optimization, modeling, machine learning, and in multi-objective decision making. He has been a visiting professor at various universities across the world, including IITs in India, Aalto University in Finland, the University of Skovde in Sweden, and Nanyang Technological University in Singapore. He was awarded the IEEE Evolutionary Computation Pioneer Award, the Infosys Prize, the TWAS Prize in Engineering Sciences, the CajAstur Mamdani Prize, the Distinguished Alumni Award from IIT Kharagpur, the Edgeworth Pareto Award, the Bhatnagar Prize in Engineering Sciences, and the Bessel Research Award from Germany. He is a fellow of IEEE, ASME, and three Indian science and engineering academies.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:1 electronic resource (292 p.)
ISBN:9783036569802
books978-3-0365-6981-9
9783036569819

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