ItemBook Chapter

Quantum-Driven Finance Transforming Banking Through Next-Generation Technologies

Title
Quantum-Driven Finance Transforming Banking Through Next-Generation Technologies
Creator
Mary, Hannah; Rajendran, Rajesh Kanna; Das, Deepthi; Sakkaravarthi, R.
Description
The swift progress of quantum computing is set to revolutionize the financial sector, especially in the fields of risk management and portfolio optimization. Existing financial models, though effective in some measure, are unable to handle the huge complexities of today's markets, where high-frequency trading, nonlinear interdependencies, and complex risk factors require advanced computational capabilities. Quantum finance, a new multidisciplinary research area, uses quantum computing concepts to improve financial decision-making, investment strategy optimization, and risk reduction more effectively than traditional techniques. This chapter discusses how quantum computing is revolutionizing risk management and portfolio optimization using quantum mechanics-based algorithms like quantum annealing, quantum Monte Carlo simulations, and variational quantum eigensolvers (VQEs). These methods enable financial institutions to resolve high-dimensional optimization problems exponentially quicker, detect more optimal risk-adjusted portfolios, and build predictive models with higher accuracy. 2026 by IGI Global Scientific Publishing. All rights reserved.
Source
Quantum-Driven Financial Intelligence: Innovations in Predictive Analytics and Autonomous Trading Systems;pp.253-273
Date
01-01-2025
Publisher
IGI Global
Coverage
Mary H., Christ University, India; Rajendran R.K., Department of Computer Science, CHRIST (Deemed to be University), Department of Information Technology, N.G.P Arts & Science College (Autonomous), Bangalore, Coimbatore, India; Das D., Christ University, India; Sakkaravarthi R., Vanier College, Canada
Rights
Restricted Access; Hardcopy may be available in the library
Relation
ISBN: 979-833732895-9; 979-833732893-5;
Format
online
Language
English
Type
Book chapter

Citation

Mary, Hannah; Rajendran, Rajesh Kanna; Das, Deepthi; Sakkaravarthi, R., “Quantum-Driven Finance Transforming Banking Through Next-Generation Technologies,” CHRIST (Deemed To Be University) Institutional Repository, accessed June 19, 2026, https://archives.christuniversity.in/items/show/24732.

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