activity
20072019
most citedPerceptron capacity revisited: classification ability for correlated patterns

29 citations · 112 across the 20 of their papers we have counts for

collaborators

21 papers

q-fin.PM2019

Relationship between optimal portfolios which can maximize and minimize the expected return

Takashi Shinzato

In recent years, the evaluation of the minimal investment risk of the quenched disordered system of a portfolio optimization problem and the investment concentration of the optimal…

q-fin.PM2019

Macroscopic theorem of the portfolio optimization problem with a risk-free asset

Ippei Suzuki, Takashi Shinzato

The investment risk minimization problem with budget and return constraints has been the subject of research using replica analysis but there are shortcomings in the extant literat…

q-fin.PM2019

Minimal Investment Risk with Cost and Return Constraints: A Replica Analysis

Takashi Shinzato

Previous studies into the budget constraint of portfolio optimization problems based on statistical mechanical informatics have not considered that the purchase cost per unit of ea…

q-fin.PM2018★ 2 cited

Replica Analysis for Maximization of Net Present Value

Takashi Shinzato

In this paper, we use replica analysis to determine the investment strategy that can maximize the net present value for portfolios containing multiple development projects. Replica…

q-fin.PM2018★ 2 cited

Replica Approach for Minimal Investment Risk with Cost

Takashi Shinzato

In the present work, the optimal portfolio minimizing the investment risk with cost is discussed analytically, where this objective function is constructed in terms of two negative…

q-fin.PM2017★ 4 cited

Random matrix approach for primal-dual portfolio optimization problems

Daichi Tada, Hisashi Yamamoto, Takashi Shinzato

In this paper, we revisit the portfolio optimization problems of the minimization/maximization of investment risk under constraints of budget and investment concentration (primal p…