D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Engineering and Technology D-index 34 Citations 7,036 188 World Ranking 3924 National Ranking 138

Research.com Recognitions

Awards & Achievements

2013 - ACM Senior Member

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Operating system
  • Programming language

Hartmut Schmeck spends much of his time researching Mathematical optimization, Evolutionary algorithm, Organic computing, Metaheuristic and Ant colony optimization algorithms. His research in Mathematical optimization focuses on subjects like Artificial intelligence, which are connected to Machine learning. His research in the fields of Evolutionary programming overlaps with other disciplines such as Parametric programming, Portfolio optimization and Project portfolio management.

He combines subjects such as Control, Complex system and Simulation with his study of Organic computing. His Metaheuristic research focuses on Multi-swarm optimization and how it relates to Grid computing, Computational science and Computer cluster. Hartmut Schmeck interconnects Simulated annealing and Tabu search in the investigation of issues within Ant colony optimization algorithms.

His most cited work include:

  • Ant colony optimization for resource-constrained project scheduling (609 citations)
  • A Multi-population Approach to Dynamic Optimization Problems (279 citations)
  • Guidance in evolutionary multi-objective optimization (221 citations)

What are the main themes of his work throughout his whole career to date?

Hartmut Schmeck mainly investigates Organic computing, Distributed computing, Mathematical optimization, Evolutionary algorithm and Smart grid. Hartmut Schmeck has included themes like Self-organization, Autonomic computing, Control engineering, Control and Software engineering in his Organic computing study. Distributed computing and Simulation are frequently intertwined in his study.

Mathematical optimization connects with themes related to Set in his study. The concepts of his Smart grid study are interwoven with issues in Distributed generation, Renewable energy, Energy management, Embedded system and Flexibility. His Renewable energy study which covers Energy management system that intersects with Management system.

He most often published in these fields:

  • Organic computing (16.04%)
  • Distributed computing (17.54%)
  • Mathematical optimization (16.42%)

What were the highlights of his more recent work (between 2015-2020)?

  • Building automation (9.33%)
  • Smart grid (11.57%)
  • Renewable energy (10.07%)

In recent papers he was focusing on the following fields of study:

His primary areas of investigation include Building automation, Smart grid, Renewable energy, Flexibility and Mathematical optimization. His research in Building automation intersects with topics in Systems engineering, Reliability engineering, Embedded system and Energy management. His Smart grid research is multidisciplinary, incorporating perspectives in Distributed generation and Co-simulation.

His Renewable energy research includes elements of Electricity system, Risk analysis, Evolutionary algorithm, Environmental economics and Provisioning. His study in Evolutionary algorithm is interdisciplinary in nature, drawing from both Multi-objective optimization, Management system and Preference. His work on Fitness function as part of general Mathematical optimization research is frequently linked to General problem, thereby connecting diverse disciplines of science.

Between 2015 and 2020, his most popular works were:

  • Modeling and Valuation of Residential Demand Flexibility for Renewable Energy Integration (68 citations)
  • Adaptive building energy management with multiple commodities and flexible evolutionary optimization (40 citations)
  • Adaptive building energy management with multiple commodities and flexible evolutionary optimization (40 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Operating system
  • Programming language

Hartmut Schmeck mainly focuses on Building automation, Evolutionary algorithm, Energy management system, Renewable energy and Mathematical optimization. Evolutionary algorithm is closely attributed to Multi-objective optimization in his work. His studies examine the connections between Multi-objective optimization and genetics, as well as such issues in Optimization problem, with regards to Electricity.

In his research on the topic of Energy management system, Distributed computing, Energy consumption, Efficient energy use, Energy carrier and Modular design is strongly related with Management system. His work carried out in the field of Renewable energy brings together such families of science as Energy mix, Simulation and Demand response. His Mathematical optimization study combines topics in areas such as Battery, Control theory, Curvature, Dimensioning and Preference.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Ant colony optimization for resource-constrained project scheduling

D. Merkle;M. Middendorf;H. Schmeck.
IEEE Transactions on Evolutionary Computation (2002)

1083 Citations

A Multi-population Approach to Dynamic Optimization Problems

Jürgen Branke;Thomas Kaussler;Christian Smidt;Hartmut Schmeck.
(2000)

472 Citations

Guidance in evolutionary multi-objective optimization

J Branke;T Kaußler;H Schmeck.
Advances in Engineering Software (2001)

328 Citations

Multi Colony Ant Algorithms

Martin Middendorf;Frank Reischle;Hartmut Schmeck.
Journal of Heuristics (2002)

247 Citations

Organic computing - a new vision for distributed embedded systems

H. Schmeck.
international symposium on object component service oriented real time distributed computing (2005)

238 Citations

Designing evolutionary algorithms for dynamic optimization problems

Jürgen Branke;Hartmut Schmeck.
Advances in evolutionary computing (2003)

237 Citations

Towards a generic observer/controller architecture for Organic Computing.

Urban Richter;Moez Mnif;Jürgen Branke;Christian Müller-Schloer.
GI Jahrestagung (1) (2006)

232 Citations

Organic Computing - A Paradigm Shift for Complex Systems

Christian Mller-Schloer;Hartmut Schmeck;Theo Ungerer.
(2011)

217 Citations

Portfolio optimization with an envelope-based multi-objective evolutionary algorithm

Jürgen Branke;Benedikt Scheckenbach;Michael Stein;Kalyan Deb.
European Journal of Operational Research (2009)

180 Citations

Dynamic scheduling of tasks on partially reconfigurable FPGAs

O. Diessel;H. ElGindy;M. Middendorf;H. Schmeck.
IEE Proceedings - Computers and Digital Techniques (2000)

166 Citations

Best Scientists Citing Hartmut Schmeck

Shengxiang Yang

Shengxiang Yang

De Montfort University

Publications: 76

Martin Middendorf

Martin Middendorf

Leipzig University

Publications: 38

Kalyanmoy Deb

Kalyanmoy Deb

Michigan State University

Publications: 33

Carlos A. Coello Coello

Carlos A. Coello Coello

CINVESTAV

Publications: 27

Xin Yao

Xin Yao

Southern University of Science and Technology

Publications: 25

Jürgen Branke

Jürgen Branke

University of Warwick

Publications: 21

Enrique Alba

Enrique Alba

University of Malaga

Publications: 20

Yaochu Jin

Yaochu Jin

University of Surrey

Publications: 18

Mohammad Reza Meybodi

Mohammad Reza Meybodi

Amirkabir University of Technology

Publications: 18

Jun Zhang

Jun Zhang

Chinese Academy of Sciences

Publications: 16

Marco Dorigo

Marco Dorigo

Université Libre de Bruxelles

Publications: 16

Wolf Fichtner

Wolf Fichtner

Karlsruhe Institute of Technology

Publications: 16

Jürgen Teich

Jürgen Teich

University of Erlangen-Nuremberg

Publications: 16

Xiaodong Li

Xiaodong Li

Chinese Academy of Sciences

Publications: 12

Christian Blum

Christian Blum

Spanish National Research Council

Publications: 12

Roman Słowiński

Roman Słowiński

Poznań University of Technology

Publications: 12

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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