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MBO:
Recently we have introduced a new metaheuristic algorithm to literature. It
is inspired by the V flight formation of migrating birds and we named it as the
Migrating Birds Optimization (MBO) algorithm. You can find a short explanation
as a poster, a detailed explanation as a
journal paper and a
web site (http://mbo.dogus.edu.tr)
for its Java code and related documents.
If you would ever like to consider the MBO algorithm as a problem solver in
your future studies, you can obtain its software code through the given URL. In
case of a trouble please contact me, I will be glad to provide you the necessary
material.
Other research interests
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Combinatorial optimization problems,
heuristics and metaheuristics
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Machine learning, Feature selection,
Computational Intelligence Algorithms
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Path planning, Random disambiguation paths and
Obstacle neutralization
problem
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Optimization of operations of PCB placement
machines
Projects
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2018-2019 Principle
Investigator, in Marmara University Scientific Research Committee (BAPKO)
type C project titled as “Exploitation of Metaheuristic Techniques on the
Feature Selection Problem” (Project ID: FEN-C-YLP-130319-0075, budget 7.5000
TL)
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2017-2019 Principle
Investigator, in Marmara University Scientific Research Committee (BAPKO)
type C project titled as “Optimizing the Vehicle Routes in the Presence of
Shift Management” (Project ID: FEN-C-DRP-131217-0671, budget 29.978 TL)
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2015-2018
Principle
Investigator, in TUBÝTAK 1001 project titled as “Developing exact and
heuristic solution methods for the combined solution of obstacle
neutralization and random disambiguation problems” (Project ID: 114M200, budget
99.788 TL)
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2014-2016 Principle
Investigator, in TUBÝTAK 3001 project titled as “Development and
application of an exact solution method and metaheuristics to the
neutralization problem” (Project ID: 114M069, budget 64.490 TL)
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2013-2016
Principle Investigator, in
Marmara University Scientific Research Committee (BAPKO)
type A project titled as “Application and comparison of metaheuristic based
solution methods for a generalization of the traveling salesman problem”
(Project ID: FEN-A-150513-0172, budget 42.964 TL)
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2015-2016 Principle
Investigator, in Marmara University Scientific Research Committee (BAPKO)
type C project titled as “Path Planning for Ships in the Presence of
Obstacles” (Project ID: FEN-C-DRP-090414-0103, budget 15.000 TL)
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2014-2015 Principle
Investigator, in Marmara University Scientific Research Committee (BAPKO)
type C project titled as “Solution approaches for the sequence dependent
traveling salesman problem” (Project ID: FEN-C-YLP-150513-0185, budget
10.000 TL)
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2013-2016 Researcher, in Marmara University
Scientific Research Committee (BAPKO) type E project titled as “Mobile
Application Development Laboratory” (Project ID: FEN-E-150613-0202, budget
147.583 TL)
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2011-2012 Researcher, in TUBÝTAK 1001 project titled as “Multibody System
Dynamics Modeling and Performance Evaluation of Electrical Locomotives”
(Project ID: 110M561)
- 2008-2010 Researcher, Active role in proposal and progress of TUBITAK
1001 project titled as “Optimization of Electronic Assembly Operations and
Sequence Dependent Traveling Salesman Problem” (Project ID:108M198)
Conferences
Resources about "A Penalty Search Algorithm for the Obstacle
Neutralization Problem":
We proposed a suboptimal algorithm for the obstacle neutralization
problem.
Here is the
Matlab source code for the PSA and test files.
Resources for "Enhanced MBO algorithm for optimization problems in different domains":
We proposed an enhanced version of MBO and tested on four different problem domains, including QAP, ONP, FS and continous functions.
Here is the
results for continous functions.
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