Adjunct Senior Lecturer
School of Electrical and Electronic Engineering
Faculty of Engineering, Computer and Mathematical Sciences
My research explores intriguing and counter-intuitive aspects of quantum entanglement and complex superposition using mathematical tools and solution-concepts of game theory, and the applications of game theory to cybersecurity and bargaining/negotiations.
I have published research in quantum games, game theory, applications of geometric algebra, and mathematical modeling in electromagnetics:
Quantum games: Quantum games extends game theory towards the quantum domain and, generally speaking, it studies the strategic interaction among rational agents who share quantum information resources of quantum superposition and entanglement. A quantum game can be considered as the strategic maneuvering of a quantum system by agents or players and usually it involves unitary transformations and quantum measurement. Players’ utilities are functions of their strategic moves and are obtained from the outcomes of measurements performed on the quantum system. In 1999 Meyer observed (1,2,3) that quantum algorithm for an oracle problem can be understood as a quantum strategy for a player in a two-player zero-sum game in which the other player is constrained to play classically. Soon afterwards, Eisert, Wilkens, and Lewenstein (4,5) developed a quantized version of the well-known game of Prisoners' Dilemma. The possibility to view quantum algorithms as games between quantum and classical players introduced game theory to the set of available mathematical tools in present efforts to extend the list of quantum algorithms. My contributions in this research area include:
- Evolutionary stability in the quantum regime: Introduced in the 1970s by mathematical biologists, the game-theoretical notion of an Evolutionarily Stable Strategy (ESS) (6,7) models an evolving population under evolutionary pressures. It is a refinement notion on the set of symmetric Nash equilibria and is the central stability solution concept of evolutionary game theory. My work (8,9,10,11,12,13) determined how an ESS becomes susceptible when the interactions among agents (players) of a population, under evolutionary pressures, become quantum-mechanical. The work showed that the quantum entanglement is relevant not only for Nash equilibrium but also for its refinements. A review of this work appeared as a book chapter (14).
- Entanglement determining the game-theoretic outcomes: The earliest work in quantum games showed that sharing quantum entanglement results in the emergence of non-classical Nash equilibria. This motivated my work on the fate of other game-theoretic solution-concepts when players have access to quantum entanglement, including, “Social Optimality” (15), “Value of Coalition” (16), “Backwards-induction outcome” (17) and “Sub-game Perfect Outcome” (18).
- Introducing Einstein-Podolsky-Rosen (EPR) setting for quantum games: In order to identify the truly quantum content of quantum games, l developed an EPR setting for enacting quantum games (19,20).
- Quantum games from non-factorizable joint probabilities: In my postdoctoral work during a prestigious research fellowship from Japan Society for the Promotion of Science (JSPS), I developed a new approach in constructing quantum games from the concept of non-factorizable joint probabilities (21).
- Quantum games from Bell’s inequalities: During my Australian Postdoctoral Research Fellowship at the University of Adelaide, I developed a new approach to constructing quantum games directly from a system of Bell's inequalities (22).
- Quantum games on networks: I contributed to Qiang Li's work on quantum games played on networks (23).
- Bayesian quantum games: Bayesian games have more complex underlying probabilities structure and offer a richer environment in studying the role of quantum probabilities in quantum games. I contributed to Taksu Cheon's first investigation of quantum Bayesian games (24). A follow-up paper (25) on this topic appeared with my colleagues at the University of Adelaide.
- Concept combinations using quantum games: I contributed to Peter Bruza's work (26) at Queensland University of Technology on using quantum games in the understanding and description of concept combinations in human cognition.
Some open questions in quantum game theory include:
- To what extent are game-theoretic quantum strategies a faithful extension of classical strategies?
- Under which situations do quantum strategies include solutions to their classical counterparts and how can quantum game theory elucidate paradoxes in classical game theory?
- How can existing quantization schemes be developed further?
- How can quantum games improve the understanding of quantum probabilities?
Game theory: My work in (classical) game theory consists of developing an extension of the well-known Selten's game model of ransom kidnapping (27) and a review article on the applications of game theory in network/cybersecurity (40).
Applications of geometric algebra: Geometric Algebra (GA) combines the algebraic structure of Clifford’s algebra with the explicit geometric meaning of its mathematical elements at its foundation. It is a coherent mathematical language that augments the powerful geometric intuition of the human mind with the precision of an algebraic system. I have contributed to James Chappell's work on the applications of GA:
- Study of Meyer’s quantum penny-flip game using GA (28) building up on Meyer’s pioneering work in the area of quantum game theory;
- Developing a GA-based analysis of the two-player (29) and the three-player quantum games in an EPR type setup (30);
- Study of special relativity using the mathematical formalism of GA (31);
- Investigation of N-player quantum games in an EPR setting (32);
- Development of an improved formalism for quantum computation based on GA and applying it to Grover's search algorithm (33);
- Exploration of the benefits of GA formalism for engineers (34);
- Study of the functions of multivector variables in GA (35); and
- Study of time as a geometric property of the GA-based conception of space (36).
Mathematical modeling in electromagnetics: Memristor, a portmanteau of “memory” and “resistor”, and is a type of passive circuit elements that maintain a relationship between the time integrals of current and voltage across a two-terminal element. I contributed to Omid Kavehei's work on memristive devices (37,38) and its applications to circuits and systems simulation (39).
Date Position Institution name 2020 Associate Professor University of Bahrain 2019 Head of Game-Theoretical & Mathematical Modelling Sage International Australia 2019 Founder Interactive Decisions 2016 - 2019 Teaching Lecturer and Research Academic University of Adelaide 2013 - 2022 Adjunct Senior Lecturer (Level C) University of Adelaide 2013 - 2015 Assistant Professor King Fahd University of Petroleum & Minerals 2012 - 2012 Australian Research Council's (ARC) Senior Research Associate (Level B) University of Adelaide 2007 - 2011 Australian Research Council's (ARC) Postdoctoral Research Fellow (Level A) University of Adelaide 2006 - 2007 Japan Society for the Promotion of Science (JSPS) Postdoctoral Research Fellow and Visiting Associate Professor Kochi University of Technology 2006 - 2010 Assistant Professor National University of Sciences and Technology 2001 - 2002 Senior Scientific Officer Pakistan Institute of Lasers and Optics 1995 - 2000 Scientific Officer Pakistan Institute of Lasers and Optics
Language Competency English Can read, write, speak, understand spoken and peer review Panjabi; Punjabi Can read, write, speak, understand spoken and peer review Urdu Can read, write, speak, understand spoken and peer review
Date Institution name Country Title 2002 - 2006 University of Hull United Kingdom Postgraduate Certificate in Research Training 2002 - 2006 University of Hull United Kingdom PhD 1999 - 2002 Quaid-i-Azam University Pakistan PhD 1992 - 1995 University of Sheffield United Kingdom BSc (Honours) 1989 - 1991 University of the Punjab Pakistan BSc in Pure & Applied Mathematics with Physics
Year Citation 2016 Zhou, S. L., Valchev, D. G., Dinovitser, A., Chappell, J. M., Iqbal, A., Ng, B. W. -H., . . . Abbott, D. (2016). Dispersion-independent terahertz classification based on Geometric Algebra for substance detection. In Infrared, Millimeter, and Terahertz waves (IRMMW-THz), 2016 41st International Conference on Vol. 2016-November (pp. 1-2). online: IEEE.
2010 Bruza, P., Iqbal, A., & Kitto, K. (2010). The role of non-factorizability in determining "pseudo-classical" non-separability. In AAAI Fall Symposium - Technical Report Vol. FS-10-08 (pp. 26-31).
2010 Bruza, P., Iqbal, A., & Kitto, K. (2010). The role of non-factorizability in determining ''Pseudo-classical' non-separability. In Proceedings of Quantum Informatics 2010 (pp. 1-6). www.aaai.org: AAAI. 2009 Kavehei, O., Kim, Y. S., Iqbal, A., Eshraghian, K., Al-Sarawi, S., & Abbott, D. (2009). The fourth element: Insights into the Memristor. In Proceedings of ICCCAS 2009 (pp. 921-927). USA: IEEE.
DOI Scopus23 WoS24
2008 Iqbal, A., & Cheon, T. (2008). Constructing multi-player quantum games from non-factorizable joint probabilities - art. no. 68020A. In D. Abbott, T. Aste, M. Batchelor, R. Dewar, T. DiMatteo, & T. Guttmann (Eds.), COMPLEX SYSTEMS II Vol. 6802 (pp. A8020). Canberra, AUSTRALIA: SPIE-INT SOC OPTICAL ENGINEERING.
2007 Iqbal, A., & Cheon, T. (2007). Constructing multi-player quantum games from non-factorizable joint probabilities. In SPIE Microelectronics, MEMS, and Nanotechnology 2007 Proceedings Vol. 6802 (pp. 1-9). Sydney: SPIE.
Year Citation 2017 32nd Annual Meeting and Pre-Conference Programs of the Society for Immunotherapy of Cancer (SITC 2017): Late-Breaking Abstracts (2017). Poster session presented at the meeting of Journal for ImmunoTherapy of Cancer. BMJ.
Year Citation 2019 Iqbal, A., & Abbott, D. (2019). Quantum strategies and evolutionary stability (in Urdu). Eqbal Ahmad Centre for Public Education: https://eacpe.org/. 2019 Iqbal, A., Hoodbhoy, P., & Abbott, D. (2019). Can Quantum-Mechanical Description of Physical Reality Be Considered Complete? (An Urdu Translation). Eqbal Ahmad Centre for Public Education. 2016 Iqbal, A. (2016). Looking at World Events Through the Prism of Game Theory. SAGE International Australia.
- Faculty of Engineering, Computer & Mathematical Sciences (ECMS) Interdisciplinary Research Grant Scheme 2016 (jointly with Prof Derek Abbott & Dr Virginie Masson) at the University of Adelaide, AU$ 30,000 (2016-2017)
- Discovery Research Grant DP0771453 and Fellowship (Principal Investigator) from Australian Research Council (ARC) at University of Adelaide, AU$ 247,092 (2007-2011)
- Research Grant P06330 and Fellowship (Principal Investigator) from Japan Society for the Promotion of Science (JSPS) at Kochi University of Technology, Japanese Yen 4,958,500 (2006-2007)
- Fully funded PhD Research Scholarship from the University of Hull, UK, for overseas research students (2002-2005)
- Fully funded Merit Scholarship from the Government of Pakistan for studying overseas at the University of Sheffield, UK (1992-1995)
School of Electrical & Electronic Engineering, University of Adelaide:
- Electronic Circuits (Level 2), first semesters 2016, 2017, & 2018: tutor
- Electronic Systems (Level1), first semester 2016: tutor
- Avionics Sensors & Systems (Level 4), second semester 2014: part-time lecturer
- Communications (Level 4), first semesters 2012 & 2011: guest lecturer
Math Learning Centre, University of Adelaide:
- Undergrad Mathematics, 2017-present: tutor
Department of Mathematics & Statistics, King Fahd University of Petroleum & Minerals, Saudi Arabia:
- Methods of Applied Mathematics (Level 3), Jan 2013-May 2014: lecturer
- Elements of Differential Equations (Level 2), Jan 2013-May 2014: lecturer
National University of Sciences & Technology, Pakistan:
- Mathematical Foundations of Quantum Mechanics (Level 4), July-Nov 2006: lecturer
Date Role Committee Institution Country 2013 - 2014 Member Research Committee Department of Mathematics & Statistics, King Fahd University of Petroleum & Minerals Saudi Arabia
Date Role Membership Country 2017 - ongoing Member Game Theory Society Netherlands 2017 - ongoing Member Australian Mathematical Society Australia 2016 - ongoing Member JSPS Alumni Association of Australia Australia 2011 - 2014 Member Australian Institute of Physics Australia 2006 - ongoing Member COSNet-Complex Open Systems Research Network Australia 2006 - ongoing Member Australian Nanotechnology Network Australia
Date Institution Department Organisation Type Country 2019 - ongoing Australian Research Council (ARC) National Competitive Grants Program Scientific research Australia 2019 - ongoing Interactive Decisions Management Business and professional Australia 2017 - ongoing University of Wollongong Exam Office/Student Services Division — Australia 2017 - ongoing National Science Centre (Narodowe Centrum Nauki - NCN) — Scientific research Poland 2015 - ongoing University of Sydney Faculty of Engineering & IT — Australia
Connect With Me