posted by user: lixt || 771 views || tracked by 1 users: [display]

EMOCEP 2019 : Special Collection on Evolutionary Multi-objective Optimization for Solving Complex Engineering Problems


When N/A
Where N/A
Submission Deadline Dec 31, 2018
Notification Due Dec 31, 2018
Final Version Due Dec 31, 2018

Call For Papers

Mechanical Engineering Call for Papers:
Special Collection on Evolutionary Multi-objective Optimization for Solving Complex Engineering Problems
To have your paper included, submit by December 31, 2018

Submit your paper.

Evolutionary multi-objective optimization (EMO) has rapidly grown as a popular and useful field of computational intelligence research.

Evolutionary optimization algorithms use a population-based approach in which more than one solution participates in an iteration and evolves a new population of solutions in each iteration. During the last ten years, evolutionary multi-objective optimization algorithms such as Non-dominated Sorting Genetic Algorithm II (NSGAII), Grid-Based Evolutionary Algorithm (GrEA), Hypervolume Estimation Algorithm for multi-objective optimization (HyEA), Strength Pareto Evolutionary Algorithm 2 (SPEA2) and multi-objective particle swarm optimization (MOPSO), have been used successfully to solve various well-known academic and real-world engineering problems in several application domains. Examples include manufacturing processes, space planning, scheduling, assembly line balancing and transmission.

This Special Collection aims to group cutting-edge research in all aspects of evolutionary multi-objective optimization and complex engineering problems, including experimental and theoretical research and real-world applications.

Potential topics for submissions to this Special Collection include, but are not limited to:

Evolutionary multi-objective optimization for scheduling

Evolutionary multi-objective optimization for manufacturing optimization

Evolutionary multi-objective optimization in bioengineering

Hybrid evolutionary multi-objective optimization for engineering problems

Parallel evolutionary multi-objective optimization

Evolutionary multi-objective optimization using high performance computing

Evolutionary multi-objective optimization frameworks for optimization

Application of surrogate-based evolutionary multi-objective optimization

Large-scale engineering optimization

Many-objective engineering optimization


Evolutionary multi-objective optimization, many-objective engineering optimization, evolutionary algorithm, engineering optimization, parallel algorithm

The submitted manuscripts for this Special Collection will be peer-reviewed before publication.

Submit your paper.

Deadline for submissions:

December 31, 2018

Related Resources

JAAMAS MODeM SI 2021   Special Issue of JAAMAS on Multi-Objective Decision Making (MODeM)
GECCO 2021   Genetic and Evolutionary Computation Conference
PPSN 2020   Parallel Problem Solving from Nature
ECTA 2020   12th International Conference on Evolutionary Computation Theory and Applications
Energies SI - CIASGO 2020   Energies SI - Computational Intelligence Applications in Smart Grid Optimization
POMCO 2020   The 2nd International Workshop onĀ  Parallel Optimization using/for Multi- and Many-core High Performance Computing
EuroGP 2021   The 24th European Conference on Genetic Programming
WEPO 2020   Workshop on Evolutionary and Population-based Optimization
Elsevier 2020   Call for Elsevier book chapter proposal: Multi-Objective Combinatorial Optimization Problems and Solution Methods