Search Results for author: Bruno Gašperov

Found 6 papers, 1 papers with code

Finding Near-Optimal Portfolios With Quality-Diversity

no code implementations25 Feb 2024 Bruno Gašperov, Marko Đurasević, Domagoj Jakobovic

In this paper, we present a novel approach for finding a diverse set of such portfolios based on quality-diversity (QD) optimization.

Portfolio Optimization

A New Angle: On Evolving Rotation Symmetric Boolean Functions

no code implementations20 Nov 2023 Claude Carlet, Marko Ðurasevic, Bruno Gašperov, Domagoj Jakobovic, Luca Mariot, Stjepan Picek

Rotation symmetric Boolean functions represent an interesting class of Boolean functions as they are relatively rare compared to general Boolean functions.

Evolutionary Algorithms

Deep Reinforcement Learning for Robust Goal-Based Wealth Management

no code implementations25 Jul 2023 Tessa Bauman, Bruno Gašperov, Stjepan Begušić, Zvonko Kostanjčar

Goal-based investing is an approach to wealth management that prioritizes achieving specific financial goals.

Decision Making Management +1

On Evolvability and Behavior Landscapes in Neuroevolutionary Divergent Search

no code implementations16 Jun 2023 Bruno Gašperov, Marko Đurasević

Finally, a novel definition of evolvability that takes into account the evolvability of offspring and is appropriate for use with discretized behavior spaces is proposed, together with a Markov-chain-based estimation method for it.

A Search for Nonlinear Balanced Boolean Functions by Leveraging Phenotypic Properties

no code implementations15 Jun 2023 Bruno Gašperov, Marko Đurasević, Domagoj Jakobović

In the context of the underlying problem, the phenotypes are represented by Walsh-Hadamard spectra of the candidate solutions (Boolean functions).

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