Personal information

South Africa

Activities

Employment (8)

Griffith University: Gold Coast, Queensland, AU

2019-11-29 to present | Senior Lecturer (School of ICT)
Employment
Source: Self-asserted source
Marde Helbig

University of Pretoria: Pretoria, Gauteng, ZA

2014-08 to 2019-10-31 | Senior Lecturer (Computer Science)
Employment
Source: Self-asserted source
Marde Helbig

Council for Scientific and Industrial Research: Pretoria, Gauteng, ZA

2010-09 to 2014-07 | Senior Researcher (Meraka Institute)
Employment
Source: Self-asserted source
Marde Helbig

University of Pretoria: Pretoria, Gauteng, ZA

2014-02 to 2014-06 | Temporary Senior Lecturer (Computer Science)
Employment
Source: Self-asserted source
Marde Helbig

Council for Scientific and Industrial Research: Pretoria, Gauteng, ZA

2006-04 to 2010-08 | Researcher (Meraka Institute)
Employment
Source: Self-asserted source
Marde Helbig

CIB Software: Munich, DE

2006-01 to 2006-03 | Programmer
Employment
Source: Self-asserted source
Marde Helbig

Council for Scientific and Industrial Research: Pretoria, Gauteng, ZA

2001-02 to 2005-12 | Software Engineer (iComtek)
Employment
Source: Self-asserted source
Marde Helbig

University of Pretoria: Pretoria, Gauteng, ZA

1999-02 to 1999-11 | Lecturer Assistant (Mathematics )
Employment
Source: Self-asserted source
Marde Helbig

Education and qualifications (4)

University of Pretoria: Pretoria, ZA

2006-04 to 2012-09-06 | PhD (Computer Science) (Computer Science)
Education
Source: Self-asserted source
Marde Helbig

University of Pretoria: Pretoria, Gauteng, ZA

2000-01 to 2001-09-07 | MSc (Computer Science) (Computer Science)
Education
Source: Self-asserted source
Marde Helbig

University of Pretoria: Pretoria, Gauteng, ZA

1999-01 to 2000-04-12 | BSc Honores (Computer Science) (Computer Science)
Education
Source: Self-asserted source
Marde Helbig

University of Pretoria: Pretoria, Gauteng, ZA

1996-01 to 1999-04-13 | BSc (Information Technology: Computer Science) (Computer Science)
Education
Source: Self-asserted source
Marde Helbig

Professional activities (1)

National Science and Technology Forum, South32: Pretoria, ZA

2019-06-27 | TW Kambule-NSTF Award: Emerging Researcher
Distinction
Source: Self-asserted source
Marde Helbig

Funding (12)

GAP Incentive Funding

2018-01 to 2018-12 | Grant
University of Pretoria (Hatfield, ZA)
Source: Self-asserted source
Marde Helbig

Dynamic multi-objective optimization

2017 to 2019 | Grant
National Research Foundation (Pretoria, ZA)
GRANT_NUMBER:

105743

Source: Self-asserted source
Marde Helbig

Knowledge, Interchange and Collaboration (KIC)

2017 to 2017 | Grant
National Research Foundation (Pretoria, ZA)
Source: Self-asserted source
Marde Helbig

Incentive funding

2016 to 2018 | Grant
National Research Foundation and University of Pretoria (Pretoria, ZA)
Source: Self-asserted source
Marde Helbig

Conference Fund

2016 to 2016 | Award
University of Pretoria (Hatfield, ZA)
Source: Self-asserted source
Marde Helbig

Travel grant for researchers from developing countries

2016 to 2016 | Grant
IEEE Computational Intelligence Society (N/A, US)
Source: Self-asserted source
Marde Helbig

Research Development Programme

2015 to 2016 | Grant
University of Pretoria (Hatfield, ZA)
Source: Self-asserted source
Marde Helbig

Conference Fund

2015 to 2015 | Grant
University of Pretoria (Hatfield, ZA)
Source: Self-asserted source
Marde Helbig

Dynamic multi-objective optimisation

2008 to 2010 | Grant
Council for Scientific and Industrial Research (Pretoria, ZA)
Source: Self-asserted source
Marde Helbig

Student Travel Grant

2008 to 2008 | Grant
IEEE Computational Intelligence Society (N/a, US)
Source: Self-asserted source
Marde Helbig

Ability based technology interventions (AbTi)

2007 to 2009 | Grant
Department of Science and Technology (Pretoria, ZA)
Source: Self-asserted source
Marde Helbig

Knowledge, Interchange and Collaboration

Grant
National Research Foundation (Pretoria, ZA)
Source: Self-asserted source
Marde Helbig

Works (50 of 68)

Items per page:
Page 1 of 2

Dynamic Multi-objective Optimisation Problems with Changes of Varying Frequency and Severity

2024 IEEE Congress on Evolutionary Computation (CEC)
2024 | Conference paper
SOURCE-WORK-ID:

10254268

Contributors: Marde Helbig
Source: check_circle
Griffith University

Visualising Found Solutions and Measures for Dynamic Multi-objective Optimisation

GECCO '24 Companion: Proceedings of the Genetic and Evolutionary Computation Conference Companion
2024 | Conference paper
SOURCE-WORK-ID:

10254267

Contributors: Marde Helbig
Source: check_circle
Griffith University

Decision-Maker’s Preference-Driven Dynamic Multi-Objective Optimization

Algorithms
2023 | Journal article
SOURCE-WORK-ID:

8616999

Part of ISSN: 1999-4893
WOSUID:

WOS:001120841500001

Contributors: Adekunle Rotimi Adekoya; Marde Helbig
Source: check_circle
Griffith University
grade
Preferred source (of 2)‎

Dynamic Multi-objective Optimization Using Computational Intelligence Algorithms

Lecture Notes on Data Engineering and Communications Technologies
2023 | Conference paper
SOURCE-WORK-ID:

3501553

Part of ISSN: 2367-4512
Contributors: Marde Helbig
Source: check_circle
Griffith University

Empirical Loss Landscape Analysis of Neural Network Activation Functions

GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation
2023 | Conference paper
SOURCE-WORK-ID:

7432714

WOSUID:

WOS:001117972600321

Contributors: A S Bosman; A Engelbrecht; Marde Helbig
Source: check_circle
Griffith University

Preface

Lecture Notes in Networks and Systems
2023 | Book chapter
SOURCE-WORK-ID:

5887142

Part of ISSN: 2367-3370
Part of ISBN: 9783031268885
Contributors: Jun Hyung Jo; H L Choi; Marde Helbig; H Oh; J Hwangbo; C H Lee; Bela Stantic; Jemin Hawangbo; Han-Lim Choi; Hyondong Oh et al.
Source: check_circle
Griffith University

Solving many-objective optimisation problems using partial dominance

Neural Computing and Applications
2023 | Journal article
SOURCE-WORK-ID:

9198754

Part of ISSN: 0941-0643
WOSUID:

WOS:001118118800005

Contributors: Marde Helbig; A Engelbrecht
Source: check_circle
Griffith University

Challenges Applying Dynamic Multi-objective Optimisation Algorithms to Real-World Problems

2022 | Book chapter
SOURCE-WORK-ID:

502212

Part of ISSN: 2509-6427
Part of ISBN: 9783030790912
Contributors: Marde Helbig; Alice E Smith
Source: check_circle
Griffith University

Cybersecurity Maturity Model Capability in Aviation and Railway Industry

ACIS 2022 Proceedings
2022 | Conference paper
SOURCE-WORK-ID:

7290141

Contributors: Ojaswini Malhotra; Sharmistha Dey; Ernest Foo; Marde Helbig
Source: check_circle
Griffith University

Cyber Security Maturity Model Capability at The Airports

ACIS 2021 Proceedings
2021 | Conference paper
SOURCE-WORK-ID:

525231

Contributors: Ojaswini Malhotra; Sharmistha Dey; Ernest Foo; Marde Helbig
Source: check_circle
Griffith University

Dynamic multi-objective optimization

Proceedings of the Genetic and Evolutionary Computation Conference Companion
2021 | Conference paper
SOURCE-WORK-ID:

501986

Contributors: Marde Helbig
Source: check_circle
Griffith University

Dynamic Multi-objective Optimisation Problems with Intertemporal Dependencies

Proceedings of the 2020 Genetic and Evolutionary Computation Conference (GECCO '20)
2020 | Conference paper
SOURCE-WORK-ID:

442476

Contributors: Bernard van Tonder; Marde Helbig
Source: check_circle
Griffith University

Empirical Analysis of a Partial Dominance Approach to Many-Objective Optimisation

Proceedings of 2020 4th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence (ISMSI 2020)
2020 | Conference paper
SOURCE-WORK-ID:

435854

WOSUID:

WOS:000632786900013

Contributors: Andries Engelbrecht; Marde Helbig
Source: check_circle
Griffith University

Loss Surface Modality of Feed-Forward Neural Network Architectures

Proceedings of International Joint Conference on Neural Networks
2020 | Conference paper
SOURCE-WORK-ID:

442874

Part of ISSN: 2161-4393
WOSUID:

WOS:000626021401024

Contributors: Anna Sergeevna Bosman; Andries Petrus Engelbrecht; Marde Helbig
Source: check_circle
Griffith University

Partial Dominance for Many-Objective Optimization

Proceedings of 2020 4th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence (ISMSI 2020)
2020 | Conference paper
SOURCE-WORK-ID:

435853

WOSUID:

WOS:000632786900015

Contributors: Marde Helbig; Andries Engelbrecht
Source: check_circle
Griffith University

Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions

Neurocomputing
2020 | Journal article
SOURCE-WORK-ID:

427341

Part of ISSN: 0925-2312
WOSUID:

WOS:000544724700010

Contributors: A Bosman; A P Engelbrecht; Marde Helbig
Source: check_circle
Griffith University

Weather downtime prediction in a South African port environment

Lecture Notes in Computer Science
2020 | Conference paper
SOURCE-WORK-ID:

442875

Part of ISSN: 0302-9743
Contributors: Nyiko Cecil Musisinyani; Jacomine Grobler; Marde Helbig
Source: check_circle
Griffith University

Dynamic Particle Swarm Optimization for Financial Markets

2018 IEEE Symposium Series on Computational Intelligence (SSCI)
2019 | Conference paper
SOURCE-WORK-ID:

497674

WOSUID:

WOS:000459238800325

Contributors: Frederick Ditliac Atiah; Marde Helbig; S Sundaram
Source: check_circle
Griffith University

Effects of Decision Models on Dynamic Multi-Objective Optimization Algorithms for Financial markets

Proceedings of the 2019 IEEE Congress on Evolutionary Computation (CEC 2019)
2019 | Conference paper
SOURCE-WORK-ID:

435856

WOSUID:

WOS:000502087100101

Contributors: Frederick Ditliac Attiah; Marde Helbig
Source: check_circle
Griffith University

Performance of Dynamic Algorithms on the Dynamic Distance Minimization Problem

GECCO' 19 Companion: Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion
2019 | Conference paper
SOURCE-WORK-ID:

435855

WOSUID:

WOS:000538328100103

Contributors: Marde Helbig; Heiner Zille; Mahrokh Javadi; Sanaz Mostaghim
Source: check_circle
Griffith University

A differential evolution algorithm for dynamic multi-objective optimization

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence (SSCI)
2018 | Conference paper
SOURCE-WORK-ID:

435862

WOSUID:

WOS:000428251402084

Contributors: Adekunle R Adekoya; Marde Helbig
Source: check_circle
Griffith University

Comparison of constraint handling approaches in multi-objective optimization

Lecture Notes in Computer Science
2018 | Conference paper
SOURCE-WORK-ID:

435859

Part of ISSN: 0302-9743
WOSUID:

WOS:000552718500033

Contributors: Rohan Hemansu Chhipa; Marde Helbig; Leszek Rutkowski; Rafa L Scherer; Marcin Korytkowski; Witold Pedrycz; Ryszard Tadeusiewicz; Jacek M Zurada
Source: check_circle
Griffith University

Deriving Functions for Pareto Optimal Fronts Using Genetic Programming

Lecture Notes in Computer Science
2018 | Conference paper
SOURCE-WORK-ID:

435857

Part of ISSN: 0302-9743
WOSUID:

WOS:000552718500043

Contributors: Armand Maree; Marius Riekert; Marde Helbig; Leszek Rutkowski; Rafa L Scherer; Marcin Korytkowski; Witold Pedrycz; Ryszard Tadeusiewicz; Jacek M Zurada
Source: check_circle
Griffith University

Fitness landscape analysis of weight-elimination neural networks

Neural Processing Letters
2018 | Journal article
SOURCE-WORK-ID:

435847

Part of ISSN: 1370-4621
WOSUID:

WOS:000439352200019

Contributors: A Bosman; A P Engelbrecht; Marde Helbig
Source: check_circle
Griffith University

Progressive gradient walk for neural network fitness landscape analysis

GECCO' 18 Companion: Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion
2018 | Conference paper
SOURCE-WORK-ID:

435861

Contributors: Anna S Bosman; Andries P Engelbrecht; Marde Helbig
Source: check_circle
Griffith University

Visualising the search process for multi-objective optimisation

GECCO' 18 Companion: Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion
2018 | Conference paper
SOURCE-WORK-ID:

435860

Contributors: Marde Helbig
Source: check_circle
Griffith University

Visualizing the optimization process for multi-objective optimization problems

Lecture Notes in Computer Science
2018 | Conference paper
SOURCE-WORK-ID:

435858

Part of ISSN: 0302-9743
WOSUID:

WOS:000552718500032

Contributors: Bayanda Chakuma; Marde Helbig; Leszek Rutkowski; Rafa L Scherer; Marcin Korytkowski; Witold Pedrycz; Ryszard Tadeusiewicz; Jacek M Zurada
Source: check_circle
Griffith University

Foreword

Proceedings of the 8th International Conference Confluence 2018 on Cloud Computing, Data Science and Engineering, Confluence 2018
2018-08-20 | Conference paper
SOURCE-WORK-ID:

3672385

Contributors: Marde Helbig
Source: check_circle
Griffith University

Change reaction strategies for DNSGA-II solving dynamic multi-objective optimisation problems

Proceedings of the 2017 IEEE 4th International Conference on Swarm Intelligence and Machine Learning (ISCMI)
2017-11-23 | Conference paper
SOURCE-WORK-ID:

435863

Part of ISSN: 2640-0154
WOSUID:

WOS:000426527600010

Contributors: Marde Helbig
Source: check_circle
Griffith University

Solving constrained multi-objective optimization problems with evolutionary algorithms

Lecture Notes in Computer Science
2017-07-27 | Conference paper
SOURCE-WORK-ID:

435864

Part of ISSN: 0302-9743
WOSUID:

WOS:000439782400007

Contributors: Frikkie Snyman; Marde Helbig; Ying Tan; Hideyuki Takagi; Yuhui Shi; Ben Niu
Source: check_circle
Griffith University

Solving inverse kinematics with vector evaluated particle swarm optimization

Lecture Notes in Computer Science
2017-07-27 | Conference paper
SOURCE-WORK-ID:

435865

Part of ISSN: 0302-9743
WOSUID:

WOS:000439785100025

Contributors: Zühnja Riekert; Marde Helbig; Ying Tan; Hideyuki Takagi; Yuhui Shi; Ben Niu
Source: check_circle
Griffith University

Padding the dimensions for knowledge transfer in the dynamic vector evaluated particle swarm optimisation algorithm

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence (SSCI)
2016-12-06 | Conference paper
SOURCE-WORK-ID:

435867

WOSUID:

WOS:000400488303008

Contributors: Marde Helbig
Source: check_circle
Griffith University

Search space boundaries in neural network error landscape analysis

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence (SSCI)
2016-12-06 | Conference paper
SOURCE-WORK-ID:

435866

WOSUID:

WOS:000400488302058

Contributors: Anna Sergeevna Bosman; Andries Engelbrecht; Marde Helbig
Source: check_circle
Griffith University

The influence of topologies on the dynamic vector evaluated particle swarm optimization algorithm

Proceedings of the International Conference on Swarm Intelligence and Machine Learning (ISCMI)
2016-11-23 | Conference paper
SOURCE-WORK-ID:

435868

Part of ISSN: 2640-0154
WOSUID:

WOS:000644317600005

Contributors: Marde Helbig
Source: check_circle
Griffith University

Key challenges and future directions of dynamic multi-objective optimisation

Proceedings of the 2016 IEEE Congress on Evolutionary Computation (CEC)
2016-07-24 | Conference paper
SOURCE-WORK-ID:

435869

WOSUID:

WOS:000390749101055

Contributors: Marde Helbig; Kalyanmoy Deb; Andries Engelbrecht
Source: check_circle
Griffith University

Heterogeneous vector-evaluated particle swarm optimisation in static environments

Lecture Notes in Computer Science
2016-06-25 | Conference paper
SOURCE-WORK-ID:

435870

Part of ISSN: 0302-9743
WOSUID:

WOS:000386323900029

Contributors: Dieter Doman; Marde Helbig; Andries Engelbrecht; Ying Tan; Yuhui Shi; Ben Niu
Source: check_circle
Griffith University

Updating the global best and archive solutions of the dynamic vector-evaluated PSO algorithm using ε-dominance

Advances in Soft Computing
2016-01-01 | Conference paper
SOURCE-WORK-ID:

435872

Part of ISSN: 1860-0794
WOSUID:

WOS:000381882900035

Contributors: Marde Helbig; Nelishia Pillay; Andries P Engelbrecht; Ajith Abraham; Mathys C du Plessis; Václav Snášel; Azah Kamilah Muda
Source: check_circle
Griffith University

Using headless chicken crossover for local guide selection when solving dynamic multi-objective optimization

Advances in Soft Computing
2016-01-01 | Conference paper
SOURCE-WORK-ID:

435873

Part of ISSN: 1860-0794
WOSUID:

WOS:000381882900034

Contributors: Marde Helbig; Andries P Engelbrecht; Nelishia Pillay; Andries P Engelbrecht; Ajith Abraham; Mathys C du Plessis; Václav Snášel; Azah Kamilah Muda
Source: check_circle
Griffith University

Dynamic vector-evaluated PSO with guaranteed convergence in the sub-swarms

Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)
2015-12-07 | Conference paper
SOURCE-WORK-ID:

435871

WOSUID:

WOS:000380431500177

Contributors: Marde Helbig; Andries Engelbrecht
Source: check_circle
Griffith University

The effect of quantum and charged particles on the performance of the dynamic vector-evaluated particle swarm optimization algorithm

Proceedings of the Annual Conference on Genetic and Evolutionary Computation (GECCO)
2015-07-11 | Conference paper
SOURCE-WORK-ID:

435874

WOSUID:

WOS:000358795700004

Contributors: Marde Helbig; Andries P Engelbrecht
Source: check_circle
Griffith University

Influence of the archive size on the performance of the dynamic vector evaluated particle swarm optimisation algorithm solving dynamic multi-objective optimisation problems

IEEE Transactions on Evolutionary Computation
2015-05-25 | Conference paper
SOURCE-WORK-ID:

435875

Part of ISSN: 1089-778X
WOSUID:

WOS:000380444801126

Contributors: Marde Helbig; Andries Engelbrecht
Source: check_circle
Griffith University

Benchmarks for dynamic multi-objective optimisation algorithms

ACM Computing Surveys
2014 | Journal article
SOURCE-WORK-ID:

435850

Part of ISSN: 0360-0300
WOSUID:

WOS:000331836000008

Contributors: Marde Helbig; A P Engelbrecht
Source: check_circle
Griffith University

Heterogeneous dynamic vector evaluated particle swarm optimisation for dynamic multi-objective optimisation

Proceedings of the 2014 IEEE Congress on Evolutionary Computation (CEC)
2014-07-06 | Conference paper
SOURCE-WORK-ID:

435876

WOSUID:

WOS:000356684604055

Contributors: Marde Helbig; Andries P Engelbrecht
Source: check_circle
Griffith University

Population-based metaheuristics for continuous boundary-constrained dynamic multi-objective optimisation problems

Swarm and Evolutionary Computation
2014-02 | Journal article
SOURCE-WORK-ID:

435849

Part of ISSN: 2210-6502
WOSUID:

WOS:000352743200004

Contributors: Marde Helbig; A P Engelbrecht
Source: check_circle
Griffith University

Using Heterogeneous Knowledge Sharing Strategies with Dynamic Vector-evaluated Particle Swarm Optimisation

2014 IEEE SYMPOSIUM ON SWARM INTELLIGENCE (SIS)
2014-01-01 | Conference paper
SOURCE-WORK-ID:

497675

WOSUID:

WOS:000364912700038

Contributors: Marde Helbig; Andries P Engelbrecht
Source: check_circle
Griffith University

Dynamic Multi-Objective Optimization Using PSO

Studies in Computational Intelligence
2013 | Book chapter
SOURCE-WORK-ID:

435851

Part of ISSN: 1860-949X
Part of ISBN: 978-3-642-30665-5
Contributors: Marde Helbig; A P Engelbrecht; E Alba; A Nakib; P Siarry
Source: check_circle
Griffith University

Performance measures for dynamic multi-objective optimisation

Information Sciences
2013-11 | Journal article
SOURCE-WORK-ID:

435848

Part of ISSN: 0020-0255
WOSUID:

WOS:000325041400004

Contributors: Marde Helbig; A P Engelbrecht
Source: check_circle
Griffith University

Challenges of dynamic multi-objective optimisation

Proceedings of BRICS Countries Congress on Computational Intelligence (BRICS-CCI)
2013-09 | Conference paper
SOURCE-WORK-ID:

435877

WOSUID:

WOS:000346422500038

Contributors: Marde Helbig; A P Engelbrecht
Source: check_circle
Griffith University

Analysing the performance of dynamic multi-objective optimisation algorithms

Proceedings of IEEE Congress on Evolutionary Computation (CEC)
2013-06 | Conference paper
SOURCE-WORK-ID:

435878

WOSUID:

WOS:000326235301068

Contributors: Marde Helbig; A P Engelbrecht
Source: check_circle
Griffith University

Benchmarks for dynamic multi-objective optimisation

Proceedings of IEEE Symposium Series on Computational Intelligence (SSCI)
2013-04 | Conference paper
SOURCE-WORK-ID:

435879

Contributors: Marde Helbig; A P Engelbrecht
Source: check_circle
Griffith University
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