Amirghasemi, Mehrdad

Selected Publications

• Journal Article

  Year	Title
  2018	A genetic column generation algorithm for sustainable spare part delivery: application to the Sydney DropPoint network Published In Annals of Operations Research Volume online first Pages 1 - 19 ISSN 0254-5330 Altmetric
  2018	An Effective Structural Iterative Refinement Technique for Solving the Quadratic Assignment Problem Published In Lecture Notes in Computer Science Volume 11184 Pages 446 - 460 Altmetric
  2017	An effective evolutionary hybrid for solving the permutation flowshop scheduling problem Published In Evolutionary Computation Volume 25 Pages 87 - 111 ISSN 1063-6560 Altmetric
  2015	An effective asexual genetic algorithm for solving the job shop scheduling problem Published In Computers and Industrial Engineering Volume 83 Pages 123 - 138 ISSN 0360-8352 Altmetric
  2014	A synergetic combination of small and large neighborhood schemes in developing an effective procedure for solving the job shop problem Published In SpringerPlus Volume 3 Pages 1 - 15 ISSN 2193-1801 Altmetric
  2013	An anthropomorphic method for number sequence problems Published In Cognitive Systems Research Volume 22-23 Pages 27 - 34 ISSN 1389-0417 Altmetric

• Conference Paper

  Year	Title
  2013	The roles of evolutionary computation, fitness landscape, constructive methods and local searches in the development of adaptive systems for infrastructure planning Published In Proceedings of the International Symposium for Next Generation Infrastructure Pages 422 - 429 Altmetric

Impact Story

Keywords

• SMART, Evolutionary Computation, Ubiquitous computing, IoT, Optimisation / Parallel Computing.

Orcid Id

• http://orcid.org/0000-0001-8466-1380 (pending confirmation)

Research Areas

• 010303 - OPTIMISATION
• 080108 - NEURAL, EVOLUTIONARY AND FUZZY COMPUTATION
• 080504 - UBIQUITOUS COMPUTING

Research Overview

• The central theme of his research interests is the application of evolutionary computation and simulation in solving a board class of problems in industry and business, namely IoT, cloud computing, and Operations Research. In his PhD thesis, a parallel metaheuristic framework has been developed to tackle a class of combinatorial optimisation problems. The computational results indicated that the proposed parallel strategy is highly effective; reaching high-quality solutions in a very short amount of time.

   

  In addition to co-authoring several journal and conference papers, Dr Amirghasemi has also been involved in design and implementation of several cloud-based software solutions, within SMART IoT hub for several industrial and academic partners. These applications could be seen as tools to promote concepts such as collaborative urban design and meta-moderation of innovative ideas within an organization.

Selected Publications

• Journal Article

  Year	Title
  2018	A genetic column generation algorithm for sustainable spare part delivery: application to the Sydney DropPoint network Published In Annals of Operations Research Volume online first Pages 1 - 19 ISSN 0254-5330 Altmetric
  2018	An Effective Structural Iterative Refinement Technique for Solving the Quadratic Assignment Problem Published In Lecture Notes in Computer Science Volume 11184 Pages 446 - 460 Altmetric
  2017	An effective evolutionary hybrid for solving the permutation flowshop scheduling problem Published In Evolutionary Computation Volume 25 Pages 87 - 111 ISSN 1063-6560 Altmetric
  2015	An effective asexual genetic algorithm for solving the job shop scheduling problem Published In Computers and Industrial Engineering Volume 83 Pages 123 - 138 ISSN 0360-8352 Altmetric
  2014	A synergetic combination of small and large neighborhood schemes in developing an effective procedure for solving the job shop problem Published In SpringerPlus Volume 3 Pages 1 - 15 ISSN 2193-1801 Altmetric
  2013	An anthropomorphic method for number sequence problems Published In Cognitive Systems Research Volume 22-23 Pages 27 - 34 ISSN 1389-0417 Altmetric

• Conference Paper

  Year	Title
  2013	The roles of evolutionary computation, fitness landscape, constructive methods and local searches in the development of adaptive systems for infrastructure planning Published In Proceedings of the International Symposium for Next Generation Infrastructure Pages 422 - 429 Altmetric

Impact Story

Keywords

• SMART, Evolutionary Computation, Ubiquitous computing, IoT, Optimisation / Parallel Computing.

Orcid Id

• http://orcid.org/0000-0001-8466-1380 (pending confirmation)