# Decision Making with

Online Optimization Applications

ODMO provides an E-commerce program that applies many optimization algorithms and techniques to seek decision-making for many practical fields in real-time contexts. ODMO is exploited and used for the development of the Smart World such as smart manufacturing, smart business activities, multi-object design, smart healthcare system, smart agriculture, smart city, smart logistic, and without any limitation of topics.

### We support ...

## Interdisciplinary Applications

### [Select your topic ...]

(SAGP)

10+ models supported

(SBUP)

6+ models supported

(SCOP)

6+ models supported

(SDEP)

6+ models supported

(SDIP)

4+ models supported

(SENP)

3+ models supported

(SHCP)

5+ models supported

(SINP)

9+ models supported

(SINP)

5+ models supported

## Smart-World Solutions

## MP: Mathematical Programming (7 topics – 30 models)

#### This page provides some applications based on Online Optimization for general mathematical models.

### [mp-lp-1]

This program is to provide linear programming with scalar variables.

### [mp-lp-2]

This program is to provide linear programming with vector of variables.

### [mp-lp-3]

This program is to provide linear programming with scalar variables and affine functions.

### [mp-lp-4]

This program is to provide linear programming with fractional objectives of affine functions.

### [mp-lp-5]

This program is to provide linear programming with norm functions.

### [mp-lp-6]

This program is to provide linear programming with infinity norm functions.

### [mp-lp-7]

This program is to provide linear programming with an inner product.

### [mp-lp-8]

This program is to provide linear programming with fractional constraints.

### [mp-lp-9]

This program is to provide linear programming with exponential constraints.

### [mp-lp-10]

This program is to provide linear programming with norm constraints.

### [mp-qp-1]

This program is to provide a general quadratic programming.

### [mp-qp-2]

This program is to provide quadratic programming with equality of constraints.

### [mp-qp-3]

This program is to provide quadratic programming with inequality of constraints.

### [mp-qp-4]

This program is to provide quadratic programming with both equality and inequality of constraints.

### [mp-socp-1]

This program is to provide a SOCP as linear programming.

### [mp-socp-2]

This program is to provide a SOCP as quadratically constrained quadratic programming (QCQP).

### [mp-socp-3]

This program is to provide a general of SOCP.

### [mp-gp-1]

This program is to provide a general geometry programming.

### [mp-gp-2]

This program is to provide geometry programming with constraints of positive variables.

### [mp-gp-3]

This program is to provide geometry programming with geometric constraints.

### [mp-gp-4]

This program is to provide geometry programming with objective function as a list.

### [mp-sdp-1]

This program is to provide an SDP as model of linear programming.

### [mp-sdp-2]

This program is to provide a general SDP.

### [mp-sdp-3]

This program is to provide an SDP as model of nonlinear programming.

### [mp-stnp-1]

This program is to provide a model of STNP with a function of absolute value.

### [mp-stnp-2]

This program is to provide a model of STNP for minimizing the maximum of a list of functions.

### [mp-stnp-3]

This program is to provide a model of STNP with a function of norm-2.

### [mp-stnp-4]

This program is to provide a model of STNP with a function of norm-1 objective and linear constraints.

## SAGP: Smart Agriculture Platform (3 topics – 10 models)

#### This page provides some applications based on Online Optimization for Smart Agriculture including Aquaculture, Cultivation and Livestock.

#### Aquaculture analysis and real-world applications based on mathematical programming provide decision-making models for fishing farms ...

#### Livestock analysis and real-world applications based on mathematical programming providing decision-making models for pig farm, cow farm, fish farm, chicken farm ...

### [sagp-cu-1]

This program is to maximize the production of fruit trees.

### [sagp-cu-2]

This program is to maximize the production of fruit trees with more constraints.

### [sagp-cu-3]

This program is to optimize crop planting.

### [sagp-cu-4]

This program is to maximize the revenue of garden shops.

#### Cultivation analysis and real-world applications based on mathematical programming provide decision-making models for cropping, water management, optimal irrigation system, labor minimization, fertilizer allocation ...Â

### [sagp-ls-1]

This program is to optimize the date livestock for maximizing Pig production revenue.

### [sagp-ls-2]

This program is to to maximize the revenue of pig farming after subtracting input costs under rapid changes of the market.

### [sagp-ls-3]

This program is to maximize turnover of Pig farms by different input genders.

### [sagp-ls-4]

This program is to maximize the turnover of Pig farms by different input genders with more constraints.

### [sagp-ls-5]

This program is to to maximize the revenue of pig farming under rapid changes of the market.

## SBUP: Smart Business Platform (4 topics – 10 models)

#### This page provides some applications based on Online Optimization for Smart Business including Market Economy, Production&Operation, Resource Allocation and Trading&Invesment.

### [sbup-ra-1]

This program is to provide a model of resource allocation for minimizing serviettes cost in a conference.

### [sbup-ra-2]

This program is to provide a model of resource allocation.

### [sbup-ti-1]

This program is to provide a model of trading & investment with portfolio risk minimization.

### [sbup-ti-2]

This program is to provide a model of trading & investment.

### [sbup-ti-3]

This program is to provide a model of trading & investment with stock trading portfolio.

### [sbup-ti-4]

This program is to provide a model of trading & investment for maximizing annual return in investment.

### [sbup-ti-5]

This program is to provide a model of trading & investment.

### [sbup-ti-6]

This program is to provide a model of trading & investment with an investment of multimedia advertising.

## SCOP: Smart Communication Platform (3 topics – 6 models)

#### This page provides some applications based on Online Optimization for Smart Communication including Massive MIMO, Resource allocation and UAV communication.

### [scop-ra-1]

This program is to provide a model of resource allocation with antenna selection scheme.

### [scop-ra-2]

This program is to provide a model of resource allocation with power allocation.

### [scop-ra-3]

This program is to provide a model of resource allocation for maximizing throughput.

### [scop-ra-4]

This program is to provide a model of resource allocation for maximizing energy efficiency.

## SDEP: Smart Design Platform (2 topics – 12 models)

#### This page provides some applications based on Online Optimization for Smart Design including Material design and Multiobjective design.

### [sdep-md-1]

This program is to provide a design of box.

### [sdep-md-2]

This program is to provide a design of closed box.

### [sdep-md-3]

This program is to provide a design of garden.

### [sdep-md-4]

This program is to provide a design of soda can.

### [sdep-md-5]

This program is to provide a design of tank.

### [sdep-md-6]

This program is to provide a design of a curtain material trim loss problem.

### [sdep-md-7]

This program is to provide a design of the maximum volume of a box.

### [sdep-md-8]

This program is to provide a design of the minimum bounding box for floor plan.

### [sdep-md-9]

This program is to provide a design of water pipeline using geometry programming.

### [sdep-md-10]

This program is to provide a design of box for storing using geometry programming.

### [sdep-md-11]

This program is to provide a design of closed tank using geometry programming.

## SDIP: Smart Digital Platform (3 topics – 5 models)

#### This page provides some applications based on Online Optimization for Smart Digital including Data analysis, Artificial intelligent and Digital signal processing.

### [sdip-ai-1]

This program is to provide a model of principle component analysis.

### [sdip-ai-2]

This program is to provide a model of multiway data analytic.

### [sdip-dsp-1]

This program is to provide a model of optimal Otsu's method for classifying foreground and background.

### [sdip-dsp-2]

This program is to provide a model of digital signal procesing.

## SENP: Smart Environmental Platform (4 topics – 5 models)

#### This page provides some applications based on Online Optimization for Smart Environment including Disaster relief, green communication and Mission-critical event.

### [senp-ge-1]

This program is to provide a model of green environment.

### [senp-ge-2]

This program is to provide a model of forest exploitation.

## SHCP: Smart Healthcare Platform (2 topics – 5 models)

#### This page provides some applications based on Online Optimization for Smart Healthcare including Resource allocation and Health services.

### [shcp-ra-1]

This program is to provide a model of optimal nutrient form food for training regimen with minimum cost.

### [shcp-ra-2]

This program is to provide a model of optimal nutrient units for athletes with minimum cost.

### [shcp-ra-3]

This program is to provide a model of optimal meals for a dietician with minimum cost.

### [shcp-ra-4]

This program is to provide a model of medical resource allocations for Covid pandemic relief.

## SINP: Smart Industry Platform (3 topics – 9 models)

#### This page provides some applications based on Online Optimization for Smart Industry including Control process, Manufacturing and Supply chain.

### [sinp-cp-1]

This program is to provide a model for the minimization of energy loss using geometry programming.

### [sinp-cp-2]

This program is to provide a model for the minimization of hot-rolling process using geometry programming.

### [sinp-cp-3]

This program is to provide a model for the maximization of profit for producing allocation.

### [sinp-cp-4]

This program is to provide a model for the maximization of the engine power using geometry programming.

### [sinp-mf-1]

This program is to provide a production planning model.

### [sinp-mf-2]

This program is to provide a production plan with goal programming.

### [sinp-mf-3]

This program is to provide a model for assigning workload for skilled and semiskilled workers.

### [sinp-mf-4]

This program is to provide a model for employing skilled and semiskilled workers.

## STSP: Smart Transportation Platform (3 topics – 7 models)

#### This page provides some applications based on Online Optimization for Smart Transportation including Resource allocation, Traffic routing and Logistic management.

### [stsp-ra-1]

This program is to provide a model of optimal resources of vehicle types.

### [stsp-ra-2]

This program is to provide a model for minimizing transportation cost.

### [stsp-ra-3]

This program is to provide a vehicle mix problem with maximum vehicle numbers.

### [stsp-ra-4]

This program is to provide a model of bus allocation for minimizing oil consumption.

### [stsp-lg-1]

This program is to provide a model for minimizing the number of trucks for package transportation.

### [stsp-lg-2]

This program is to provide a model for minimizing transportation time in logistic problem.